{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":73,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":73,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"40c14b590b4e","filters":{"topic":"Transactional Analysis in Psychotherapy"}},"results":[{"id":"W2150411782","doi":"10.1177/1049732304272914","title":"An Application of the Transactional Model to the Analysis of Chronic Illness Narratives","year":2005,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Coping (psychology); Transactional leadership; Transactional analysis; Psychology; Cognition; Narrative inquiry; Content analysis; Meaning (existential); Clinical psychology; Psychotherapist; Developmental psychology; Social psychology; Psychiatry; Sociology","authors":[{"name":"Andrea M. Lee","is_ca":false},{"name":"Gary Poole","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2648788884579876,"gpt":0.6153827679779011,"spread":0.3505038795199135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01615562,0.0007893912,0.0006146392,0.005805075,0.003715132,0.008468415,0.002259492,0.00105458,0.003913548],"category_scores_gemma":[0.03449203,0.0006877541,0.001107981,0.005977352,0.01404974,0.01324312,0.00481943,0.001934696,0.0003868999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957604,"about_ca_system_score_gemma":0.003233434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610513,"about_ca_topic_score_gemma":0.00362315,"domain_scores_codex":[0.9801378,0.01733852,0.000555488,0.000640164,0.001006097,0.0003219941],"domain_scores_gemma":[0.9652443,0.02970208,0.001551851,0.001861394,0.001212368,0.0004279962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001177678,0.000110148,0.007200903,0.0008582453,0.0001111651,0.001530679,0.4260308,0.001977515,0.0009913696,0.4509166,0.002489263,0.1076654],"study_design_scores_gemma":[0.00006598479,0.0001858947,0.009103644,0.001455986,0.00007239958,0.003338813,0.3322409,0.0340496,0.001015323,0.5591689,0.05915809,0.0001444391],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.140868,0.003507333,0.78693,0.008684032,0.0002756403,0.001681441,0.0004301417,0.0003756666,0.05724766],"genre_scores_gemma":[0.6494929,0.001184324,0.3444393,0.0004464348,0.00007452312,0.001725089,0.0002380444,0.00009406347,0.002305305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01615562,"threshold_uncertainty_score":0.0854401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W615948776","doi":"","title":"Advances in relational competence theory : with special attention to alexithymia","year":2012,"lang":"en","type":"book","venue":"Nova Science Publishers eBooks","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Feeling; Competence (human resources); Relational theory; Toronto Alexithymia Scale; Social psychology; Developmental psychology","authors":[{"name":"Mario Cusinato","is_ca":false},{"name":"Luciano L’Abate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0301826050917264,"gpt":0.3126855635165107,"spread":0.2825029584247843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963756,0.0008288263,0.0007933268,0.002799739,0.0007564776,0.002775383,0.001051062,0.001442904,0.02055635],"category_scores_gemma":[0.005289763,0.0003666047,0.0005445381,0.002330843,0.002703509,0.004276537,0.001898372,0.006147055,0.008968439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258627,"about_ca_system_score_gemma":0.001187005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335562,"about_ca_topic_score_gemma":0.001792967,"domain_scores_codex":[0.9993002,0.0001812075,0.00006600449,0.0001127533,0.0003121689,0.00002769301],"domain_scores_gemma":[0.9973882,0.001696484,0.0001045726,0.0001501229,0.0004772073,0.0001833048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001928391,0.0000515538,0.0004506324,0.001020089,0.00001562894,0.0001996434,0.001441976,0.0003588875,0.0005902471,0.09969129,0.5370343,0.3591265],"study_design_scores_gemma":[0.000005520577,0.00003408576,0.002019449,0.0009481275,0.000008260871,0.0007411066,0.0003748027,0.0003463718,0.0001594955,0.0670471,0.9282888,0.00002680395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003034345,0.4477299,0.06617901,0.08554848,0.09166913,0.0003350117,0.0008407742,0.0006235109,0.3040398],"genre_scores_gemma":[0.0492223,0.4171737,0.06054133,0.02429851,0.08945159,0.000746522,0.001520357,0.0008807532,0.356165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02055635,"threshold_uncertainty_score":0.06876791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151029641","doi":"10.1002/crq.41","title":"Learning about learning: The value of “insight”","year":2003,"lang":"en","type":"article","venue":"Conflict Resolution Quarterly","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Value (mathematics); Psychology; Computer science; Machine learning","authors":[{"name":"Cheryl A. Picard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02101691179865033,"gpt":0.3061514821429835,"spread":0.2851345703443331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01386673,0.0004435302,0.0005326193,0.00122704,0.003259001,0.01026005,0.001597426,0.002906337,0.009450653],"category_scores_gemma":[0.03815585,0.0002557966,0.0004111457,0.0008725563,0.04446712,0.01632786,0.009351101,0.005085344,0.0006618352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752222,"about_ca_system_score_gemma":0.003101572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008612957,"about_ca_topic_score_gemma":0.0007684215,"domain_scores_codex":[0.987119,0.01045403,0.0001691767,0.0005342373,0.001255983,0.0004676488],"domain_scores_gemma":[0.9617936,0.02945511,0.001647058,0.003988369,0.001650286,0.001465594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005805866,0.00004000692,0.0004472068,0.0001478174,0.00001608523,0.0001337134,0.005186903,0.0003837068,0.0001111287,0.949225,0.005408845,0.03884147],"study_design_scores_gemma":[0.00002401103,0.00003345928,0.0002322366,0.000195336,0.000009272814,0.0001251931,0.002329951,0.0009961872,0.000198622,0.9728654,0.0229763,0.00001408395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04819422,0.01116125,0.1151813,0.1908567,0.00147552,0.000140362,0.00009210475,0.0003292491,0.6325694],"genre_scores_gemma":[0.9720116,0.002355062,0.01479786,0.003940959,0.0004059934,0.00009843165,0.00002480626,0.00004680354,0.006318392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01386673,"threshold_uncertainty_score":0.07333511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196547421","doi":"10.1111/medu.14663","title":"Qualitative ego networks in health professions education: Capturing the self in relation to others","year":2021,"lang":"en","type":"article","venue":"Medical Education","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Id, ego and super-ego; Qualitative research; Relation (database); Psychology of self; Psychology; Interpretation (philosophy); Social psychology; Computer science; Sociology; Social science","authors":[{"name":"Laura Nimmon","is_ca":true},{"name":"Anique Atherley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02987343449139473,"gpt":0.4665364123997885,"spread":0.4366629779083938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01620827,0.0003531328,0.0002519241,0.00200297,0.003633799,0.003713805,0.001292214,0.001004052,0.006352731],"category_scores_gemma":[0.02463542,0.0002920991,0.0003363688,0.002405033,0.006900331,0.00556683,0.005504148,0.001042824,0.0004420446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004190267,"about_ca_system_score_gemma":0.005019392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00573831,"about_ca_topic_score_gemma":0.007783489,"domain_scores_codex":[0.9840299,0.01431177,0.0002347788,0.0003790979,0.000764777,0.0002796436],"domain_scores_gemma":[0.968708,0.02589332,0.001778239,0.001431549,0.00151667,0.0006722334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001027371,0.00008989505,0.01515001,0.001434731,0.00002316437,0.0004929929,0.6788613,0.002085723,0.00214983,0.2110201,0.005955804,0.08263364],"study_design_scores_gemma":[0.00002635839,0.0001081586,0.01087347,0.00208762,0.00003028508,0.0007990992,0.5924535,0.008722007,0.003190592,0.2163925,0.1652314,0.00008496795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3440374,0.002769403,0.5213462,0.0206609,0.0004200188,0.003260025,0.002163625,0.0002998549,0.1050426],"genre_scores_gemma":[0.8836156,0.001403928,0.1053341,0.0008006916,0.0000424891,0.002986743,0.0003125932,0.00008197303,0.005421883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01620827,"threshold_uncertainty_score":0.08571857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2182334173","doi":"10.3138/cjcrim.44.3.255","title":"The relational dynamics of illegal firearm transactions","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Criminology","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","authors":[{"name":"Carlo Morselli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0694014889337557,"gpt":0.2864600875226702,"spread":0.2170585985889145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553138,0.0001672454,0.0002380185,0.001605834,0.003349478,0.00425997,0.001030267,0.0009504659,0.01077439],"category_scores_gemma":[0.01443427,0.0003875299,0.0001550647,0.00190824,0.003311099,0.002980415,0.002250699,0.0009656161,0.0005437456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004480044,"about_ca_system_score_gemma":0.002961591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1088125,"about_ca_topic_score_gemma":0.1227612,"domain_scores_codex":[0.9984182,0.0007019936,0.00005175883,0.0001767713,0.0003570926,0.0002941574],"domain_scores_gemma":[0.9921852,0.003448448,0.002369097,0.0004326369,0.0007225472,0.0008421316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003549257,0.0003308574,0.5124472,0.0001781001,0.0001207956,0.002444934,0.3425912,0.00132773,0.002243713,0.07177699,0.002574521,0.06360895],"study_design_scores_gemma":[0.00002847331,0.0001084162,0.7259697,0.0001434671,0.0000607915,0.0009126472,0.2364625,0.00373259,0.0003258016,0.0146944,0.01750999,0.00005107035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737003,0.0005036349,0.001154384,0.001874583,0.0000102115,0.00003061027,0.0001515703,0.00001088399,0.02256385],"genre_scores_gemma":[0.9980252,0.0002272945,0.0001794621,0.00003405899,0.000005089478,0.00001242561,0.0000458306,0.000004005088,0.001466535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088125,"threshold_uncertainty_score":0.2163582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379386249","doi":"10.1177/10778004231172227","title":"Entangling Reciprocity With the Relational in Narrative Inquiry","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reciprocity (cultural anthropology); Narrative; Epistemology; Reciprocal; Sociology; Ontology; Social psychology; Computer science; Psychology; Philosophy; Linguistics","authors":[{"name":"Bodil H. Blix","is_ca":false},{"name":"Jean Clandinin","is_ca":false},{"name":"Pamela Steeves","is_ca":false},{"name":"Vera Caine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1901865525649294,"gpt":0.4723015075026422,"spread":0.2821149549377129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02459748,0.0005842636,0.0007968746,0.002571884,0.0080589,0.01274484,0.002141826,0.002192036,0.004456845],"category_scores_gemma":[0.02788857,0.0006500896,0.000602909,0.001994875,0.07515943,0.02417691,0.01378214,0.004052332,0.0004322022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005659785,"about_ca_system_score_gemma":0.003586157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185327,"about_ca_topic_score_gemma":0.003662179,"domain_scores_codex":[0.9599589,0.03558604,0.0006024557,0.001262821,0.001775694,0.000814052],"domain_scores_gemma":[0.9736899,0.02126387,0.001548859,0.002012842,0.0008572768,0.0006272148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002378043,0.00001433641,0.0005545564,0.0002144225,0.00001132445,0.0003495058,0.3476537,0.0002653031,0.0002942058,0.6444178,0.0003135719,0.00588736],"study_design_scores_gemma":[0.00003388026,0.0000674752,0.0009009143,0.0008470494,0.00002709149,0.001181975,0.2792311,0.001771952,0.0008046546,0.6143765,0.1007027,0.00005472554],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1609016,0.0103416,0.5499356,0.02107593,0.0005207293,0.0007068922,0.0001141664,0.0001650925,0.2562385],"genre_scores_gemma":[0.9669966,0.001429043,0.02629349,0.0005955918,0.00006096089,0.0004315475,0.00002876281,0.00006618156,0.004097866],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02459748,"threshold_uncertainty_score":0.1300855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990065468","doi":"10.5539/gjhs.v6n3p241","title":"The Comparison of the Effect of Transactional Model-Based Teaching and Ordinary Education Curriculum- based Teaching Programs on Stress Management among Teachers","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Curriculum; Transactional leadership; Transactional analysis; Psychology; Stress (linguistics); Reliability (semiconductor); Stress management; Test (biology); Population; Mathematics education; Medical education; Medicine; Pedagogy; Clinical psychology; Social psychology","authors":[{"name":"Seyed Saeed Mazloomy Mahmoodabad","is_ca":false},{"name":"Maryam Mohammadi","is_ca":false},{"name":"Davood Shojaei Zadeh","is_ca":false},{"name":"Abolfazl Barkhordari","is_ca":false},{"name":"f hosaini","is_ca":false},{"name":"Mohammad Hossein Kaveh","is_ca":false},{"name":"Amal Saki Malehi","is_ca":false},{"name":"Mohammadkazem Rahiminegad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012661368381126,"gpt":0.3790307284230166,"spread":0.3663693600418906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009707712,0.0002291684,0.0003243387,0.0002899828,0.0003496167,0.0003662622,0.0004145249,0.0002380559,0.002346316],"category_scores_gemma":[0.004630588,0.0001300789,0.0003395081,0.0001807975,0.000280658,0.0003066635,0.0005111078,0.0004299677,0.0001016224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737109,"about_ca_system_score_gemma":0.0008801339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101822,"about_ca_topic_score_gemma":0.002124404,"domain_scores_codex":[0.9992164,0.0003765989,0.00005077897,0.00007711034,0.0001649473,0.0001141389],"domain_scores_gemma":[0.9968548,0.001604152,0.0003490608,0.000184095,0.0001768605,0.0008311341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01433468,0.09272156,0.1736847,0.001638503,0.0005259505,0.0003168865,0.01135633,0.001971192,0.01688627,0.001014669,0.001160121,0.6843891],"study_design_scores_gemma":[0.002661081,0.06216509,0.9121584,0.000350525,0.0005685162,0.0002998671,0.006312481,0.004677118,0.006670587,0.0007076493,0.003379015,0.00004970862],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999308,0.00008537911,0.0001478911,0.00004561645,0.000006969054,0.00003815482,0.000006144412,0.000005065233,0.0003567807],"genre_scores_gemma":[0.9987863,0.0001373926,0.0006599489,0.00001959548,0.00000898544,0.00007020706,0.00001737438,0.000001583124,0.0002987657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002346316,"threshold_uncertainty_score":0.007849157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1506069501","doi":"10.1109/scam.2001.972666","title":"Application maintenance using software agents","year":2001,"lang":"en","type":"article","venue":"","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Software maintenance; Software development; Software engineering; Intelligent agent; Documentation; Software; Software agent; Software construction; Software system; The Internet; Software development process; Backporting; Process (computing); World Wide Web; Artificial intelligence; Operating system","authors":[{"name":"Arun Sharma","is_ca":true},{"name":"Miriam A. M. Capretz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04151133364655002,"gpt":0.3639376791197521,"spread":0.322426345473202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003639978,0.0007738863,0.0006066403,0.001637701,0.001300091,0.003081131,0.002161787,0.001321661,0.002621384],"category_scores_gemma":[0.01665334,0.0006945255,0.0005711061,0.0008775489,0.001029696,0.00335894,0.002597853,0.001695641,0.001522269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655323,"about_ca_system_score_gemma":0.001620349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773303,"about_ca_topic_score_gemma":0.001491957,"domain_scores_codex":[0.9962175,0.001254848,0.0003330833,0.0006291047,0.001378714,0.0001867601],"domain_scores_gemma":[0.9892195,0.003557139,0.00128984,0.003742563,0.001746853,0.0004441284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003094068,0.0006098506,0.007153841,0.00043434,0.0001473052,0.0004717859,0.003110941,0.01585219,0.03368133,0.03477251,0.01036108,0.8930954],"study_design_scores_gemma":[0.0002894336,0.001232931,0.006833967,0.0004842028,0.0004049931,0.002686594,0.001180077,0.4302753,0.07608921,0.06046001,0.4198615,0.0002017726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04610217,0.0008241515,0.9206601,0.000812762,0.0001345978,0.0007046208,0.00004842643,0.01294187,0.01777132],"genre_scores_gemma":[0.2641751,0.0006697459,0.7196154,0.0002624353,0.0000943366,0.0003809895,0.000274231,0.0009301893,0.01359751],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003639978,"threshold_uncertainty_score":0.01925027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971948164","doi":"10.1308/135576109789389469","title":"Mentoring. A Quality Assurance Tool for Dentists Part 5: The Roots of the Modern Approach to Mentoring and Coaching","year":2009,"lang":"en","type":"article","venue":"Primary Dental Care","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Coaching; Context (archaeology); Psychology; Transactional leadership; Happiness; Quality (philosophy); Maturity (psychological); Existentialism; Engineering ethics; Pedagogy; Psychotherapist; Social psychology; Epistemology; Developmental psychology; Engineering","authors":[{"name":"Vernon P Holt","is_ca":true},{"name":"Russ Ladwa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02652696836505916,"gpt":0.334862732226731,"spread":0.3083357638616718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006303254,0.0004952406,0.0003577457,0.002160658,0.001937866,0.003065431,0.001225641,0.001618154,0.04205396],"category_scores_gemma":[0.01819482,0.000388496,0.0005737172,0.001796701,0.0008810603,0.002401659,0.003220368,0.001877398,0.01355871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197206,"about_ca_system_score_gemma":0.003174866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025726,"about_ca_topic_score_gemma":0.002017084,"domain_scores_codex":[0.9959232,0.001475682,0.0002802639,0.0001731303,0.001882622,0.000265112],"domain_scores_gemma":[0.9868094,0.004642766,0.001490514,0.00166567,0.002583808,0.002807976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005427412,0.0003572378,0.002413489,0.0004479082,0.000009541693,0.0001654591,0.002971653,0.0001651488,0.001157816,0.002778041,0.179468,0.8100113],"study_design_scores_gemma":[0.00008835775,0.0005788062,0.02300418,0.001100196,0.00003156667,0.002516369,0.004028093,0.0008868958,0.003526951,0.006014547,0.9581162,0.0001078172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06389923,0.0169275,0.2170676,0.09915822,0.00686393,0.006585195,0.003394611,0.033221,0.5528826],"genre_scores_gemma":[0.284679,0.01149784,0.3274275,0.01376854,0.001917362,0.003512648,0.002455691,0.002739588,0.3520018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04205396,"threshold_uncertainty_score":0.1406845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065090644","doi":"10.1016/j.ijlp.2010.09.015","title":"Trying differently: A relationship-centered approach to representing clients with cognitive challenges","year":2010,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Coquitlam College","funders":"","keywords":"Cognition; Medical emergency; Psychology; Computer science; Medicine; Psychiatry","authors":[{"name":"David M. Boulding","is_ca":true},{"name":"Susan L. Brooks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04345087753988711,"gpt":0.3473659738198408,"spread":0.3039150962799537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00441054,0.0006699095,0.000380636,0.001932658,0.003249314,0.009562384,0.003450213,0.002419497,0.009193716],"category_scores_gemma":[0.01811603,0.000442612,0.0007121171,0.001783265,0.005437802,0.01202906,0.00625407,0.003632946,0.001261702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190739,"about_ca_system_score_gemma":0.003358501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818178,"about_ca_topic_score_gemma":0.00633268,"domain_scores_codex":[0.9943515,0.004137478,0.0001406122,0.0003657627,0.0006600511,0.0003446141],"domain_scores_gemma":[0.995301,0.002381577,0.0004169622,0.0006477277,0.0006721533,0.0005806222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003427429,0.0003956936,0.0169119,0.0002795769,0.00009087051,0.001149559,0.3922586,0.004952345,0.004165657,0.4030176,0.01121645,0.1652192],"study_design_scores_gemma":[0.00006555244,0.0002386655,0.005432349,0.0003670595,0.0001483118,0.002299271,0.3786024,0.09638225,0.00389259,0.4390273,0.07335145,0.0001927583],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2111662,0.000469698,0.6453832,0.01706597,0.0002262952,0.0006149565,0.0002877846,0.0009123734,0.1238735],"genre_scores_gemma":[0.8606914,0.0002172109,0.1309538,0.0007988469,0.00002815741,0.0003170102,0.0001564576,0.000134153,0.006703016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009562384,"threshold_uncertainty_score":0.03075606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789543415","doi":"10.1007/s10111-018-0465-3","title":"Autopsy of an airplane crash: a transactional approach to forensic cognitive science","year":2018,"lang":"en","type":"article","venue":"Cognition Technology & Work","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Airplane; Crash; Forensic science; Cognition; Psychology; Criminology; Forensic engineering; Engineering; Computer science; Medicine; Psychiatry; Aerospace engineering","authors":[{"name":"Wolff‐Michael Roth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01992947356668028,"gpt":0.3282761428163217,"spread":0.3083466692496414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064621,0.0005106722,0.0003692296,0.005760891,0.003392649,0.006510987,0.002624789,0.002992684,0.007114376],"category_scores_gemma":[0.02960749,0.0004145943,0.0004828635,0.002108974,0.01327589,0.01058617,0.004014529,0.003169825,0.0005073487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575637,"about_ca_system_score_gemma":0.004088452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246592,"about_ca_topic_score_gemma":0.002964854,"domain_scores_codex":[0.9952553,0.003367622,0.0002497424,0.0002465637,0.0005635843,0.0003171453],"domain_scores_gemma":[0.9854709,0.00994129,0.001561854,0.001083967,0.001388841,0.0005532175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.0001261807,0.000254824,0.01150433,0.0002468376,0.00006907331,0.003522964,0.04060868,0.00239142,0.001065733,0.8672464,0.002634527,0.0703289],"study_design_scores_gemma":[0.00001540825,0.00009525062,0.007758276,0.0005082299,0.00006308922,0.004714913,0.08571445,0.01349417,0.000886145,0.8728778,0.01381362,0.00005863197],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3129742,0.006285501,0.3923936,0.03994064,0.0006933147,0.0005979246,0.000258867,0.0002058721,0.2466502],"genre_scores_gemma":[0.9767678,0.001211445,0.01886068,0.000512253,0.0001667319,0.00006912027,0.00003552738,0.00002321412,0.002353213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007114376,"threshold_uncertainty_score":0.03417522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034219162","doi":"","title":"THIS is Housing First for Youth: A Program Model Guide (2017)","year":2017,"lang":"en","type":"report","venue":"York University Digital Library (York University)","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mainstream; Work (physics); Population; Youth work; Service provider; Housing First; Population growth","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0712907146298736,"gpt":0.2859277070019384,"spread":0.2146369923720648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297403,0.000772691,0.0004172404,0.001819349,0.001388618,0.003551326,0.002113645,0.001350543,0.1453297],"category_scores_gemma":[0.004510311,0.0007196026,0.001109059,0.001827352,0.0004971931,0.003716104,0.002953863,0.002467585,0.04643999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176153,"about_ca_system_score_gemma":0.01054883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02319995,"about_ca_topic_score_gemma":0.05934262,"domain_scores_codex":[0.9991975,0.0003016466,0.00006694017,0.00005440059,0.0002729707,0.0001064942],"domain_scores_gemma":[0.9987759,0.0003221874,0.00009730521,0.00006686363,0.0003946646,0.0003431277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006151861,0.0003726713,0.00110761,0.0007854333,0.00001395642,0.0001173387,0.001582964,0.001169213,0.000278382,0.02449286,0.7462987,0.2237193],"study_design_scores_gemma":[0.00005517775,0.00008080179,0.001115384,0.000771609,0.0000125146,0.00009048594,0.0008127299,0.0006574692,0.0001665962,0.00694626,0.9892664,0.00002449442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0095421,0.006362634,0.1095052,0.02608949,0.002021373,0.0148265,0.07127806,0.01824967,0.742125],"genre_scores_gemma":[0.03653336,0.02056202,0.3814205,0.009927024,0.0002869695,0.0368525,0.03673589,0.00538307,0.4722988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1453297,"threshold_uncertainty_score":0.4861763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2544351119","doi":"10.5539/ijps.v8n4p51","title":"Effects of a Transactional Analysis Program on Adolescents’ Emotion Regulation","year":2016,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology; Dysfunctional family; Transactional leadership; Transactional analysis; Intervention (counseling); Test (biology); Cluster sampling; Developmental psychology; Multivariate analysis of variance; Multivariate analysis; Clinical psychology; Social psychology; Statistics; Psychiatry; Medicine","authors":[{"name":"somaye keshavarzi","is_ca":false},{"name":"E Fathi Azar","is_ca":false},{"name":"Mir Mahmoud Mirnasab","is_ca":false},{"name":"Rahim Badri Gargari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0417430605897887,"gpt":0.4295018919311576,"spread":0.3877588313413689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007643412,0.0003215678,0.0004513491,0.000334103,0.0004790887,0.0003528375,0.0004317667,0.0002473819,0.003469838],"category_scores_gemma":[0.001986402,0.000169128,0.0003087699,0.0001460113,0.0002867196,0.0002443369,0.0006379563,0.0007203649,0.0002464301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797981,"about_ca_system_score_gemma":0.0004634764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004556997,"about_ca_topic_score_gemma":0.0008430555,"domain_scores_codex":[0.9994025,0.0003276792,0.00003123865,0.00007488677,0.00008730553,0.00007638548],"domain_scores_gemma":[0.9987347,0.0004845846,0.0001517767,0.0001577128,0.00005985356,0.0004113779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02302999,0.2549981,0.03211857,0.0008040897,0.0003371311,0.0005909678,0.006444073,0.001359271,0.05776909,0.001075097,0.001989556,0.6194842],"study_design_scores_gemma":[0.008595127,0.32232,0.6127425,0.0003275987,0.0006815977,0.00090064,0.004408623,0.01083926,0.02842022,0.001643954,0.009016868,0.0001037084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988341,0.00004797346,0.0002725252,0.0000591732,0.0000142387,0.00009791653,0.00001392031,0.00002231141,0.0006377828],"genre_scores_gemma":[0.9953598,0.0001607883,0.002752703,0.00005288478,0.00001858122,0.0004043719,0.00004745659,0.000008152523,0.001195263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003469838,"threshold_uncertainty_score":0.01160771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971372881","doi":"10.1016/j.schres.2004.03.019","title":"The contribution of a modified transactional model to the adaptation of schizophrenics living in the city of Montreal","year":2004,"lang":"en","type":"letter","venue":"Schizophrenia Research","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Université de Montréal; Université TÉLUQ","funders":"","keywords":"Adaptation (eye); Transactional analysis; Psychology; Transactional leadership; Cognitive psychology; Neuroscience; Psychotherapist; Social psychology","authors":[{"name":"Yves Lecomte","is_ca":true},{"name":"Émmanuel Stip","is_ca":true},{"name":"Jean Caron","is_ca":true},{"name":"Suzane Renaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09256540757721117,"gpt":0.3825590840501931,"spread":0.289993676472982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157506,0.000251864,0.0002422398,0.0006428086,0.00168841,0.001691281,0.001830273,0.001063671,0.004520685],"category_scores_gemma":[0.01047982,0.0001704333,0.0003240878,0.001253567,0.00243565,0.001434509,0.0009420885,0.001054277,0.0002038777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006970997,"about_ca_system_score_gemma":0.005763393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7200722,"about_ca_topic_score_gemma":0.7420585,"domain_scores_codex":[0.999301,0.0003515838,0.00002478903,0.00007351339,0.00008795365,0.00016121],"domain_scores_gemma":[0.9982749,0.0005965665,0.0002849075,0.0002468966,0.0003872717,0.0002094305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000544022,0.0001965796,0.8060147,0.0001594068,0.0002211075,0.004988395,0.04178039,0.003200419,0.001490114,0.03899328,0.01466018,0.08775142],"study_design_scores_gemma":[0.00002713208,0.00007777739,0.9202244,0.00006123487,0.00007643505,0.001819503,0.04231323,0.008569232,0.0001683437,0.01923969,0.007342403,0.00008066194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944585,0.0004943421,0.001995196,0.03881604,0.0001293123,0.00004791691,0.0003916691,0.00002851389,0.0135121],"genre_scores_gemma":[0.9974784,0.0002108954,0.0003646653,0.0009629184,0.00003485546,0.00001560251,0.00005724923,0.00000824736,0.0008672421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7200722,"threshold_uncertainty_score":0.5631528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W117987527","doi":"10.4000/interventionseconomiques.1254","title":"L’économie du travail commonsienne : l’analyse transactionnelle de la relation salariale","year":2010,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Salary; Humanities; Transactional leadership; Political science; Commons; Sociology; Art; Law","authors":[{"name":"Sylvie Morel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02747940638325862,"gpt":0.3372731445361624,"spread":0.3097937381529038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003546861,0.0003965139,0.0005265993,0.00205757,0.002766985,0.00686086,0.001351674,0.001560833,0.01491102],"category_scores_gemma":[0.008516471,0.0003245967,0.0005717163,0.00266276,0.0134964,0.007958372,0.00376675,0.002729011,0.0006604116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007061595,"about_ca_system_score_gemma":0.007182248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008940139,"about_ca_topic_score_gemma":0.009953626,"domain_scores_codex":[0.995895,0.002324221,0.0001110035,0.0003798062,0.0009005147,0.0003894004],"domain_scores_gemma":[0.9911015,0.006284827,0.001135636,0.00048908,0.000560273,0.000428628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005250668,0.00007643438,0.003585461,0.0002078029,0.00002922236,0.0001458356,0.01199548,0.001684363,0.0004963916,0.9586929,0.0008549275,0.02217871],"study_design_scores_gemma":[0.00002061154,0.00007576161,0.01562076,0.0003787936,0.00004127979,0.0002056849,0.02400169,0.008629352,0.001009399,0.8959183,0.05404289,0.00005563953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3219838,0.01063326,0.2486653,0.0504141,0.0004560448,0.0002772882,0.0002424884,0.0001169041,0.3672108],"genre_scores_gemma":[0.9761962,0.002746662,0.009817946,0.0005067996,0.00009209821,0.0001598212,0.00003325726,0.0000416218,0.01040556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01491102,"threshold_uncertainty_score":0.05123574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600201209","doi":"10.4000/pistes.1756","title":"Comprendre et intervenir sur le stress au travail : une étude de cas","year":2011,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Emmanuel Poirel","is_ca":false},{"name":"Frédéric Yvon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02782419943260745,"gpt":0.3517974065216678,"spread":0.3239732070890604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003231311,0.0006251977,0.0006067305,0.001126222,0.005147942,0.003449948,0.001145789,0.001819243,0.004657532],"category_scores_gemma":[0.01722307,0.0004072632,0.0005303447,0.001200965,0.003496565,0.002383619,0.002210576,0.00182812,0.0005472122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637323,"about_ca_system_score_gemma":0.003665479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007588552,"about_ca_topic_score_gemma":0.01225238,"domain_scores_codex":[0.9961438,0.001788186,0.0003162331,0.000542069,0.0007672021,0.0004424213],"domain_scores_gemma":[0.9925364,0.004269678,0.00131617,0.0004801626,0.0008197164,0.0005778926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0004056384,0.001467207,0.1203723,0.001531697,0.0001476934,0.04079206,0.6411391,0.0003388079,0.006264594,0.01087036,0.002912428,0.173758],"study_design_scores_gemma":[0.00007771731,0.001090582,0.1032656,0.001215155,0.0002872307,0.09680802,0.7181292,0.001362243,0.006559093,0.008913971,0.06204313,0.0002480426],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813111,0.002728242,0.003831632,0.001975724,0.000137904,0.0001269792,0.00005184596,0.0000327267,0.009803812],"genre_scores_gemma":[0.9930019,0.001871963,0.001734334,0.0003810287,0.00006188291,0.00008167617,0.00003678878,0.00001538477,0.002814987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007588552,"threshold_uncertainty_score":0.01708907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132040889","doi":"10.7202/1008594ar","title":"Attachement insécure/désorganisé et trouble de personnalité limite : peut-on sortir de l’impasse thérapeutique ?","year":2012,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Jean-Sébastien Leblanc","is_ca":true},{"name":"Suzane Renaud","is_ca":true},{"name":"Amal Wahbi","is_ca":true},{"name":"Jacques Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04142733719477935,"gpt":0.3964927042168314,"spread":0.355065367022052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002766455,0.0004803387,0.0005801714,0.0005259417,0.003155528,0.003568637,0.0009505688,0.004127124,0.00315001],"category_scores_gemma":[0.006417589,0.0002783378,0.000323233,0.0004771143,0.01363423,0.004568745,0.002112296,0.00606179,0.0003462775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438585,"about_ca_system_score_gemma":0.004566083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977105,"about_ca_topic_score_gemma":0.02896121,"domain_scores_codex":[0.9988126,0.0005626706,0.00005219205,0.00008371008,0.0002264364,0.0002624785],"domain_scores_gemma":[0.9982535,0.0009342209,0.0002236874,0.0000942055,0.0001624315,0.0003318821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002864656,0.000374074,0.04128819,0.001053176,0.0002285953,0.08590928,0.1674009,0.000503893,0.003982013,0.3545532,0.02988046,0.3145397],"study_design_scores_gemma":[0.0002034497,0.0003801216,0.05460373,0.003072995,0.0001414385,0.1761371,0.2874731,0.002613889,0.001479173,0.2619603,0.211643,0.0002917704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2648225,0.04905168,0.01096634,0.5998838,0.003096114,0.00009003183,0.00004294369,0.0001491499,0.07189737],"genre_scores_gemma":[0.9594771,0.01015984,0.002406223,0.01833314,0.001119591,0.00005525156,0.00001735486,0.0000394407,0.008392195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01977105,"threshold_uncertainty_score":0.03931195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095121587","doi":"10.1159/000287551","title":"Explicit Incestuous Motifs in Psychosomatic Patients","year":2010,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Psychosomatic medicine; Psychosomatics; Id, ego and super-ego; Psychology; Psychotherapist; Clinical psychology; Psychiatry; Medicine","authors":[{"name":"Harold L. Levitan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008228756746711266,"gpt":0.2970952611458652,"spread":0.2888665043991539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006098066,0.0001368653,0.0001982488,0.001193983,0.001002449,0.0006813743,0.0002684524,0.0004121875,0.00182515],"category_scores_gemma":[0.009224228,0.0001372649,0.000104141,0.0008927521,0.0009254501,0.0008108593,0.001078208,0.000673869,0.00008681896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223231,"about_ca_system_score_gemma":0.0005291021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164125,"about_ca_topic_score_gemma":0.00264755,"domain_scores_codex":[0.9991448,0.0003632376,0.00009139333,0.00008202084,0.0001801191,0.0001384366],"domain_scores_gemma":[0.9943249,0.002445873,0.002186797,0.0002314466,0.0002488999,0.0005621148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006150124,0.0001550647,0.8359022,0.000256076,0.00004277831,0.01446572,0.06052908,0.0003023788,0.007261563,0.002855297,0.0005928515,0.07702202],"study_design_scores_gemma":[0.00003104614,0.0006717486,0.838522,0.0002288729,0.00007660997,0.08447883,0.05607472,0.0008327723,0.004715156,0.003417023,0.01084243,0.0001088219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987903,0.0002925284,0.0001728319,0.00008165005,0.000004053155,0.000004078055,0.00001806368,0.000003130844,0.0006334275],"genre_scores_gemma":[0.9995449,0.0001370445,0.0001681657,0.00001595465,0.000004160411,0.000002406266,0.00001791812,0.00000154533,0.0001078932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00182515,"threshold_uncertainty_score":0.006105721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325263977","doi":"10.1177/036215371004000316","title":"Book Review: A Montreal Childhood","year":2010,"lang":"en","type":"article","venue":"Transactional Analysis Journal","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transactional analysis; Psychology; Transactional leadership; Psychoanalysis; Media studies; Sociology; Social psychology","authors":[{"name":"Curtis Steele","is_ca":false},{"name":"William F. Cornell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005783782273932492,"gpt":0.2975885155842502,"spread":0.2918047333103177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001785782,0.001334613,0.001518477,0.004012772,0.001536977,0.005013899,0.001402773,0.003021139,0.5065856],"category_scores_gemma":[0.009377406,0.00072524,0.0009171719,0.002663265,0.0007606047,0.002924868,0.001634848,0.003308711,0.3940262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334261,"about_ca_system_score_gemma":0.003568211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004553,"about_ca_topic_score_gemma":0.0147056,"domain_scores_codex":[0.9984693,0.0001896513,0.0001066747,0.0001520957,0.0009598809,0.0001224197],"domain_scores_gemma":[0.9920363,0.001165277,0.0003376522,0.0004451311,0.003975868,0.002039774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006049339,0.000008312132,0.00001479522,0.00009168069,0.000001641439,0.00002769046,0.000003318667,0.000007606132,0.00004829999,0.0001595359,0.9773369,0.02229414],"study_design_scores_gemma":[0.00000915739,0.0000122794,0.0001925757,0.0002933369,0.000002593063,0.0001412192,0.00001604374,0.00001459964,0.00003468385,0.000177125,0.9991021,0.000004280223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000644263,0.09537923,0.001613994,0.07813395,0.1903557,0.0008488439,0.002053301,0.002063602,0.6289071],"genre_scores_gemma":[0.00193368,0.03975228,0.00119742,0.01721881,0.03344415,0.0002486348,0.0008390562,0.0004547431,0.9049113],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9969954,"threshold_uncertainty_score":0.7037958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943621371","doi":"10.5539/ies.v12n5p28","title":"A Counseling Case on Problems of College Students’ Interpersonal Communication","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Interpersonal communication; Psychology; Courage; Social psychology; Interpersonal relationship; Humanism; Personality; Construct (python library); Cognition","authors":[{"name":"Jingjing Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05373136684866521,"gpt":0.4486058692403018,"spread":0.3948745023916366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006492445,0.0005177376,0.000319361,0.0008313071,0.009983901,0.001380564,0.001345757,0.006700035,0.003434879],"category_scores_gemma":[0.002861722,0.0003913803,0.0005442698,0.0008995989,0.00208273,0.0009802786,0.001877597,0.007015937,0.0003493672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879257,"about_ca_system_score_gemma":0.003277285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135752,"about_ca_topic_score_gemma":0.02981482,"domain_scores_codex":[0.9986588,0.0004143337,0.00004756305,0.0001073519,0.0002435317,0.0005283334],"domain_scores_gemma":[0.9986598,0.0004473723,0.0001021602,0.00006052257,0.00006813853,0.0006620043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001541834,0.00115512,0.01234917,0.0001893456,0.00005358552,0.8284213,0.06041227,0.001306375,0.002659067,0.03119075,0.02238492,0.03972391],"study_design_scores_gemma":[0.0001146577,0.0004981392,0.01805822,0.0003237445,0.00006543934,0.7823398,0.08161762,0.007707735,0.00285889,0.01923787,0.08705686,0.0001210369],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8278873,0.001380782,0.006219688,0.07898869,0.001458647,0.0004508742,0.0001156332,0.0003427608,0.08315559],"genre_scores_gemma":[0.9747617,0.0004852394,0.002289905,0.006384789,0.0003540459,0.00006964725,0.00002692374,0.00003066509,0.01559711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135752,"threshold_uncertainty_score":0.02699238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W59017382","doi":"","title":"Pour une intégration des familles de situation en lecture littéraire : principes d’une approche transactionnelle","year":2004,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Manon Hébert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008721289174582831,"gpt":0.2174582669727859,"spread":0.2087369777982031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01096051,0.001226078,0.001064358,0.002868211,0.003733538,0.007350762,0.003029017,0.003319298,0.01957593],"category_scores_gemma":[0.02437355,0.0009328751,0.002536833,0.002254557,0.006621534,0.01427402,0.004632369,0.006516153,0.004345905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002820651,"about_ca_system_score_gemma":0.0042081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006375373,"about_ca_topic_score_gemma":0.008329934,"domain_scores_codex":[0.9877687,0.007680411,0.0006523539,0.001198814,0.002154998,0.0005448038],"domain_scores_gemma":[0.9908998,0.004723027,0.0004962161,0.001754844,0.001747376,0.0003786567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001308167,0.0001283194,0.002472196,0.0003295064,0.000121962,0.0003411316,0.01568222,0.005749436,0.001653626,0.829828,0.005141405,0.1384214],"study_design_scores_gemma":[0.00006342596,0.0001997189,0.002713361,0.0007035927,0.000191161,0.001313636,0.01474095,0.08221268,0.002097094,0.7981762,0.09748093,0.0001071671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01146571,0.000925465,0.9508973,0.00556354,0.0003111841,0.0002656379,0.00009135187,0.0004354604,0.03004423],"genre_scores_gemma":[0.2572523,0.00087509,0.7279459,0.000785453,0.0001602259,0.0007590572,0.0002570534,0.0002423436,0.0117225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01957593,"threshold_uncertainty_score":0.06548798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253814765","doi":"10.1177/036215371104100304","title":"TA Tomorrow","year":2011,"lang":"en","type":"article","venue":"Transactional Analysis Journal","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transactional analysis; Psychoanalysis; Sociology; Work (physics); Media studies; Psychology; Engineering","authors":[{"name":"Ian Stewart","is_ca":false},{"name":"Vann Joines","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0686105628849305,"gpt":0.3179414314071806,"spread":0.2493308685222501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004395598,0.0005458643,0.0003456334,0.0008774453,0.004799686,0.003874298,0.0006816783,0.001094183,0.6735228],"category_scores_gemma":[0.001566165,0.0002183915,0.0004143062,0.0007996499,0.0006314164,0.002664024,0.002705702,0.002085644,0.4832149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210516,"about_ca_system_score_gemma":0.001580494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284413,"about_ca_topic_score_gemma":0.04224289,"domain_scores_codex":[0.999541,0.00006865074,0.00001418878,0.0001087231,0.0001262619,0.0001410892],"domain_scores_gemma":[0.9992217,0.00003457336,0.00003144094,0.00008661969,0.0002672207,0.0003584617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000348223,0.00001972343,0.0004937873,0.00004037208,0.00000390032,0.00009808569,0.0006072191,0.0000101532,0.0002711132,0.007756406,0.9286959,0.06196853],"study_design_scores_gemma":[0.000001464368,0.000006198541,0.0003045881,0.00001634772,0.000001461798,0.00005247483,0.0003184905,0.000005557147,0.00005070054,0.0003440538,0.9988954,0.000003221203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002690022,0.000998517,0.0008928435,0.01210094,0.01194029,0.00005886766,0.0015726,0.0008781923,0.9688677],"genre_scores_gemma":[0.005996054,0.0003471771,0.0003160263,0.001947774,0.0004943401,0.00002037241,0.0004948158,0.000211328,0.9901722],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6735228,"threshold_uncertainty_score":0.4656801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080485090","doi":"10.1111/j.1365-2929.2004.01856.x","title":"Using the divergent case method","year":2004,"lang":"en","type":"article","venue":"Medical Education","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Library science; Computer science; Psychology","authors":[{"name":"Lynn Cockburn","is_ca":true},{"name":"Helene J. Polatajko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05000827689489199,"gpt":0.4776147620715347,"spread":0.4276064851766427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02374521,0.001260096,0.001144724,0.008064364,0.003367729,0.003478107,0.004171217,0.00261961,0.0243959],"category_scores_gemma":[0.06311366,0.0007491148,0.0009042102,0.004077375,0.003117921,0.005858358,0.007007697,0.003459752,0.002758568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789452,"about_ca_system_score_gemma":0.002701781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468096,"about_ca_topic_score_gemma":0.003121516,"domain_scores_codex":[0.973649,0.01968812,0.001330268,0.001852315,0.002989063,0.0004912658],"domain_scores_gemma":[0.9646587,0.02512399,0.001119451,0.004801294,0.003444215,0.0008521847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000657865,0.0008355301,0.00869632,0.0008819659,0.0001420919,0.002443149,0.01575911,0.002347792,0.002309641,0.5741091,0.005638807,0.3861786],"study_design_scores_gemma":[0.0008466088,0.0006076812,0.005828525,0.001388591,0.0002968561,0.0109461,0.02162708,0.0952608,0.00801782,0.7414082,0.1134675,0.0003042905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05137634,0.0006368074,0.8720873,0.001273442,0.0004512993,0.006655117,0.0004732933,0.0002298259,0.06681648],"genre_scores_gemma":[0.1908323,0.0003861237,0.7815306,0.0002831123,0.00007850667,0.01091827,0.0003950786,0.0001005066,0.01547548],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0243959,"threshold_uncertainty_score":0.1255782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390916553","doi":"10.1080/14427591.2023.2290011","title":"Eeyou/Eenou community voices on ‘ <i>doing’</i> Miyupimaatisiiun (wellness) planning: An occupational transactional perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Cree Board of Health and Social Services of James Bay; McGill University; Université de Montréal","funders":"","keywords":"Occupational science; Perspective (graphical); Occupational therapy; Transactional analysis; Psychology; Sociology; Transactional leadership; Social psychology; Visual arts; Art","authors":[{"name":"Martine Lévesque","is_ca":true},{"name":"Alison Kutcher","is_ca":true},{"name":"Laurence Roy","is_ca":true},{"name":"Paul Linton","is_ca":true},{"name":"Lucy Trapper","is_ca":true},{"name":"Jill Torrie","is_ca":true},{"name":"Mary Ellen Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07880707449011733,"gpt":0.4583159791026111,"spread":0.3795089046124938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004950564,0.0004329719,0.0003571829,0.001192028,0.02193349,0.01072069,0.001538692,0.001685985,0.006479539],"category_scores_gemma":[0.003645457,0.0003186842,0.000188832,0.00260763,0.02196248,0.004929031,0.006785216,0.003217808,0.000334278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01873248,"about_ca_system_score_gemma":0.0200365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5833221,"about_ca_topic_score_gemma":0.8046038,"domain_scores_codex":[0.9963328,0.001805448,0.00005825195,0.0002269417,0.0004441533,0.00113241],"domain_scores_gemma":[0.9957436,0.001693698,0.000373942,0.0001743712,0.0008002045,0.001214303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001463165,0.00002392186,0.005893448,0.00007958302,0.000004404493,0.0005734789,0.9679738,0.00006618922,0.0003722679,0.009115285,0.00393382,0.01194912],"study_design_scores_gemma":[0.000001113845,0.000008025496,0.005919405,0.0001303455,0.000002375817,0.00006048493,0.9533574,0.0000340464,0.00008888894,0.0005998187,0.03978738,0.00001067619],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591707,0.005765328,0.003023707,0.03280706,0.0004028347,0.0000810994,0.0001569164,0.00002483636,0.09856755],"genre_scores_gemma":[0.9861197,0.001915471,0.0005302134,0.001363805,0.00004587002,0.00003462061,0.0000499834,0.00002285469,0.009917358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166779,"threshold_uncertainty_score":0.8382636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232142660","doi":"10.3917/aatc.136.0067","title":"Rencontre avec... Bill Cornell","year":2010,"lang":"fr","type":"article","venue":"Actualités en analyse transactionnelle/Actualités en analyse transactionnelle","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Philosophy","authors":[{"name":"France Brécard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01742268725786722,"gpt":0.3147541996131052,"spread":0.297331512355238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002735764,0.0008788886,0.0009222029,0.0007855293,0.01015351,0.004163363,0.001297822,0.004751157,0.07082245],"category_scores_gemma":[0.01603556,0.0005743418,0.0004744665,0.0006559583,0.002248451,0.003826526,0.003049519,0.01119717,0.02593889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006525828,"about_ca_system_score_gemma":0.005349534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0282173,"about_ca_topic_score_gemma":0.05150559,"domain_scores_codex":[0.9968358,0.00119598,0.0001057636,0.0005049689,0.0008662016,0.000491333],"domain_scores_gemma":[0.9948714,0.001189189,0.0002844175,0.0001644858,0.001923349,0.001567247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004043987,0.00002015535,0.0002799232,0.00004185492,0.000002855318,0.0003196835,0.005598829,0.00001940533,0.0003812046,0.00446222,0.9798895,0.008943966],"study_design_scores_gemma":[0.000002430372,0.000008357858,0.0004200021,0.00004496906,0.000001213213,0.00009082797,0.004391856,0.00002320824,0.00008971237,0.0003867405,0.9945278,0.00001299002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009832447,0.01195689,0.002340102,0.8458102,0.05760681,0.0004023713,0.0007434331,0.000284755,0.07102303],"genre_scores_gemma":[0.06192837,0.004244108,0.001958924,0.1895505,0.006705842,0.0006558521,0.0002536115,0.0005333766,0.7341695],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07082245,"threshold_uncertainty_score":0.2369247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399239820","doi":"10.14288/1.0054360","title":"A critical incidents study of differentiation","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Computer security; Computer science","authors":[{"name":"Helena Bozena Novotny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01812935265634631,"gpt":0.2490944245494875,"spread":0.2309650718931412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008332685,0.0005958609,0.0005115067,0.002472176,0.009757966,0.004013633,0.001062272,0.001008363,0.001967123],"category_scores_gemma":[0.03411316,0.0005063757,0.0002329319,0.002241255,0.007095555,0.003216544,0.005029215,0.003918514,0.0002843392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141693,"about_ca_system_score_gemma":0.001743846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665664,"about_ca_topic_score_gemma":0.003768259,"domain_scores_codex":[0.9873998,0.009922829,0.0003894199,0.0005149023,0.001013277,0.0007598413],"domain_scores_gemma":[0.9757321,0.0160055,0.002487963,0.00116283,0.002689424,0.001922129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001206799,0.0002207462,0.00769412,0.000161255,0.000007860592,0.0008003819,0.9665787,0.00004075007,0.0006842417,0.005632054,0.000969464,0.0170897],"study_design_scores_gemma":[0.00002469634,0.0002779638,0.008870588,0.0002032482,0.000009086075,0.000944306,0.9552984,0.0001462874,0.0009764181,0.003949108,0.02926907,0.00003071177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694401,0.001369152,0.00581038,0.001841264,0.0001893909,0.0006719791,0.00008811123,0.00002511304,0.02056445],"genre_scores_gemma":[0.9937245,0.0006545846,0.00249978,0.0003175411,0.00004018729,0.0002867318,0.00004812,0.00001329998,0.002415322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009757966,"threshold_uncertainty_score":0.04406798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107598714","doi":"10.1515/sem-2019-0002","title":"How actions and words come to make sense in a continuously changing world of work: A case study from software development","year":2020,"lang":"en","type":"article","venue":"Semiotica","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Common ground; Common sense; Happening; Meaning (existential); Computer science; Work (physics); Human–computer interaction; Heading (navigation); Gesture; Epistemology; Sociology; Communication; Artificial intelligence; Engineering; History","authors":[{"name":"Wolff‐Michael Roth","is_ca":true},{"name":"David Socha","is_ca":false},{"name":"Josh Tenenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05402716735833719,"gpt":0.3247391286023407,"spread":0.2707119612440035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01221371,0.0008484801,0.0009745103,0.003144999,0.02104103,0.008699891,0.002909572,0.005395972,0.002361846],"category_scores_gemma":[0.02564265,0.0009263125,0.0008508831,0.002708883,0.02148209,0.008023477,0.008994193,0.00581157,0.0005992677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212057,"about_ca_system_score_gemma":0.003839088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007329669,"about_ca_topic_score_gemma":0.01481707,"domain_scores_codex":[0.974914,0.02068644,0.0006097234,0.0008848178,0.001746947,0.001158074],"domain_scores_gemma":[0.9575772,0.03465034,0.001823377,0.001939792,0.001555294,0.002453995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005746242,0.0002266793,0.003897882,0.0001173063,0.00001144497,0.007998178,0.9735208,0.0001663273,0.0009363288,0.006633493,0.0006505471,0.005783499],"study_design_scores_gemma":[0.00004375486,0.0001879589,0.002762802,0.0002034515,0.00002151303,0.004454298,0.9642228,0.000749758,0.001250025,0.004523675,0.02152879,0.00005113071],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980544,0.0004457489,0.006109702,0.003153678,0.00005083197,0.0001507517,0.00003950685,0.00003121136,0.009474501],"genre_scores_gemma":[0.9919206,0.000400856,0.004781214,0.0003985027,0.0000178588,0.0001391592,0.00002805915,0.00004474143,0.00226898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02104103,"threshold_uncertainty_score":0.06459302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966482424","doi":"10.3917/qdm.192.0111","title":"Leadership existentialiste sartrien revisité : pour une approche originale","year":2019,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Employment and Social Development Canada","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Benoît Cherré","is_ca":true},{"name":"Nathalie Lemieux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05817854999819852,"gpt":0.3557686550931295,"spread":0.297590105094931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008757942,0.001323075,0.0008060521,0.002914855,0.005094087,0.01365473,0.002139915,0.004562026,0.02314422],"category_scores_gemma":[0.01404609,0.0003354856,0.0009421222,0.002827969,0.01492068,0.01671732,0.006502772,0.0110078,0.006910168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008957173,"about_ca_system_score_gemma":0.01081823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008381012,"about_ca_topic_score_gemma":0.01267303,"domain_scores_codex":[0.990987,0.005533509,0.0003636633,0.001089928,0.001494029,0.0005319017],"domain_scores_gemma":[0.9906322,0.004363221,0.0004412003,0.0009353131,0.003132079,0.0004959792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003735842,0.00004464243,0.0005750206,0.0005717049,0.00002638627,0.0002748915,0.02907194,0.0002474605,0.0002239997,0.8495286,0.0715941,0.04780395],"study_design_scores_gemma":[0.000007937413,0.00002607636,0.0005769543,0.001469338,0.00001725729,0.0002439991,0.01728938,0.0002745122,0.0002126516,0.1285552,0.8512944,0.00003219948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01156031,0.09279457,0.0395228,0.4717855,0.03400086,0.0002491525,0.0004378729,0.0002842601,0.3493647],"genre_scores_gemma":[0.4949444,0.1182616,0.0369179,0.1119272,0.0192501,0.001005013,0.001357293,0.0007920177,0.2155446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02314422,"threshold_uncertainty_score":0.07742512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524259512","doi":"10.3917/aatc.156.0025","title":"La place de l’échec et de la rupture en psychothérapie","year":2016,"lang":"fr","type":"article","venue":"Actualités en analyse transactionnelle/Actualités en analyse transactionnelle","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Carole Shadbolt","is_ca":true},{"name":"Agnès Blondel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01419022201604452,"gpt":0.3523501032772092,"spread":0.3381598812611646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02060795,0.0005319491,0.0007836683,0.002871838,0.00541768,0.01318485,0.001951485,0.004535931,0.008978044],"category_scores_gemma":[0.04966105,0.0005580173,0.0007152348,0.002399096,0.02925335,0.01959065,0.008697005,0.009431896,0.001112217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009250874,"about_ca_system_score_gemma":0.009511154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005931103,"about_ca_topic_score_gemma":0.004463017,"domain_scores_codex":[0.9755492,0.01513306,0.001115087,0.002009024,0.004907914,0.001285851],"domain_scores_gemma":[0.9670322,0.02088047,0.002942275,0.003244409,0.004416898,0.001483695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006884403,0.00003323434,0.003229351,0.0002393735,0.00002661103,0.0004656902,0.06697454,0.000270379,0.0005813485,0.853415,0.001770495,0.07292513],"study_design_scores_gemma":[0.00003528312,0.0001724526,0.009438185,0.001611326,0.00005393303,0.002605364,0.08604828,0.001647311,0.001839354,0.6719075,0.2244977,0.0001432644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1900921,0.05971565,0.2323257,0.1647098,0.003144369,0.0003323506,0.0002096242,0.0003456019,0.3491248],"genre_scores_gemma":[0.949679,0.008725354,0.02182874,0.003439517,0.0005696718,0.000184761,0.00006329695,0.0001783166,0.01533137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02060795,"threshold_uncertainty_score":0.1089866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236752674","doi":"10.1075/ds.28.04bat","title":"Look who’s talking","year":2017,"lang":"en","type":"book-chapter","venue":"Dialogue studies","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"History; Geography","authors":[{"name":"Craig Batty","is_ca":false},{"name":"Wilf Hashimi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07495667434739227,"gpt":0.370968912011347,"spread":0.2960122376639547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171029,0.0005783993,0.0004129699,0.0008903769,0.005663699,0.006199406,0.0008654803,0.002218537,0.04176805],"category_scores_gemma":[0.003766126,0.000284665,0.0005433865,0.0005171509,0.005384721,0.009923512,0.003161761,0.007118981,0.02094381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046311,"about_ca_system_score_gemma":0.001473062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006415017,"about_ca_topic_score_gemma":0.009670824,"domain_scores_codex":[0.9990755,0.0003444988,0.00002146254,0.0001381228,0.0002530068,0.000167399],"domain_scores_gemma":[0.9989794,0.0003228009,0.0000527411,0.00008773353,0.0002648755,0.0002924482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000592565,0.0000504605,0.0006537231,0.0003211879,0.00002357668,0.0007017332,0.11036,0.00006433784,0.001706301,0.16606,0.6054765,0.1145229],"study_design_scores_gemma":[0.000003818051,0.00001447951,0.0003676658,0.0003654023,0.000006781525,0.000562265,0.02736649,0.00004886546,0.0002371247,0.0133888,0.9576194,0.00001878542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006902923,0.02063583,0.01097693,0.1504137,0.02098209,0.0001090252,0.0002824288,0.0009756382,0.7887214],"genre_scores_gemma":[0.1161608,0.01328631,0.007005294,0.06344797,0.002769126,0.0001290801,0.0002078625,0.0009007264,0.7960927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04176805,"threshold_uncertainty_score":0.139728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009617535","doi":"10.4000/corpus.4987","title":"Réagir au dévoilement de soi dans un forum de discussions pour les personnes vivant avec un cancer : une approche interactionnelle","year":2020,"lang":"fr","type":"article","venue":"Corpus","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","authors":[{"name":"Olivier Turbide","is_ca":true},{"name":"Maria Cherba","is_ca":true},{"name":"Vincent Denault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02887234355495864,"gpt":0.3244230216933355,"spread":0.2955506781383768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05053697,0.001463011,0.001296188,0.001783146,0.006449046,0.00778669,0.003323754,0.003671872,0.0219994],"category_scores_gemma":[0.08612389,0.0009195134,0.001771951,0.0009277106,0.004859234,0.008799888,0.009036879,0.005368215,0.004278485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004716292,"about_ca_system_score_gemma":0.008661705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202247,"about_ca_topic_score_gemma":0.006284888,"domain_scores_codex":[0.9257569,0.06487212,0.001458405,0.002821253,0.003533963,0.001557478],"domain_scores_gemma":[0.8954951,0.08123011,0.004139858,0.005524863,0.008466305,0.005143786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001978864,0.00143643,0.006941097,0.007825232,0.0002196888,0.0006697211,0.4994951,0.0007239406,0.006737455,0.02012655,0.01814725,0.4356987],"study_design_scores_gemma":[0.001154129,0.004035739,0.01435572,0.01367842,0.0008242154,0.001064679,0.2919825,0.003752999,0.007307936,0.04243928,0.6190224,0.0003819988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4096422,0.01325003,0.3125352,0.0955813,0.006272611,0.01887354,0.001189416,0.002884369,0.1397713],"genre_scores_gemma":[0.6387334,0.006001538,0.2744651,0.01361049,0.0008145915,0.02619993,0.0006316288,0.0006965478,0.03884679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05053697,"threshold_uncertainty_score":0.2672682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367285533","doi":"10.7202/1092114ar","title":"Attitudes des professionnels envers le trouble de personnalité limite : effets de la formation et différences individuelles","year":2022,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Psychology; Art","authors":[{"name":"Chirine Dakkak El Chami","is_ca":false},{"name":"Sébastien Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05578958067202143,"gpt":0.3757667400265738,"spread":0.3199771593545523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002392471,0.0002534679,0.0003508117,0.0005752923,0.001301201,0.0008357869,0.0004987631,0.0005530619,0.008700121],"category_scores_gemma":[0.007497444,0.0002711795,0.000389604,0.000335181,0.001098811,0.0004776781,0.0009750011,0.001140305,0.0006211391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543851,"about_ca_system_score_gemma":0.003214334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04302035,"about_ca_topic_score_gemma":0.06928208,"domain_scores_codex":[0.9984735,0.0006580576,0.00004766828,0.0001253702,0.0004554699,0.0002399282],"domain_scores_gemma":[0.9943815,0.002299741,0.0007995273,0.0002800698,0.0008195334,0.001419558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003791653,0.009489495,0.3832766,0.000746283,0.0003408468,0.0006250155,0.09014934,0.0004767771,0.01761434,0.001076832,0.002708304,0.4897046],"study_design_scores_gemma":[0.0001530251,0.003742536,0.960673,0.0001423617,0.00008522703,0.0001492202,0.02589579,0.0004451754,0.001667998,0.0004709567,0.006544497,0.0000303139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956471,0.000267577,0.0002367894,0.0003861918,0.00002208336,0.00006419099,0.00002521859,0.00001015809,0.003340608],"genre_scores_gemma":[0.9933257,0.0004101708,0.0006156409,0.0002040254,0.00001737795,0.0001134504,0.00004273311,0.000005539315,0.005265229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04302035,"threshold_uncertainty_score":0.08553988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974797203","doi":"10.3917/aatc.168.0031","title":"Honneur à l’ambivalence","year":2019,"lang":"fr","type":"article","venue":"Actualités en analyse transactionnelle/Actualités en analyse transactionnelle","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Ambivalence; Humanities; Philosophy; Psychology; Psychoanalysis","authors":[{"name":"Marco Mazzetti","is_ca":true},{"name":"Brigitte Évrard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01602936263833603,"gpt":0.3197576596575235,"spread":0.3037282970191874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007878793,0.0006986311,0.000821425,0.002324507,0.005224575,0.006495527,0.001244037,0.002704725,0.006818451],"category_scores_gemma":[0.02459568,0.0005184744,0.0007336183,0.001466727,0.02226031,0.005320605,0.005769334,0.006725273,0.0007642446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003961709,"about_ca_system_score_gemma":0.004724244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003901807,"about_ca_topic_score_gemma":0.003825263,"domain_scores_codex":[0.9916602,0.005264874,0.0003558244,0.0006829513,0.001510041,0.0005261629],"domain_scores_gemma":[0.9891964,0.006716451,0.001113791,0.001095075,0.001403474,0.0004748096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002641632,0.0002344878,0.01851661,0.001297642,0.00008710134,0.0120134,0.3458876,0.0006640561,0.004476022,0.4732598,0.01662338,0.1266757],"study_design_scores_gemma":[0.000124896,0.0003333171,0.02108916,0.003156022,0.0001272372,0.04586745,0.2814487,0.003022578,0.00360691,0.3575523,0.283408,0.0002634349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4113497,0.01839028,0.08336404,0.1241564,0.004082696,0.0006978603,0.0001562404,0.0004240213,0.3573788],"genre_scores_gemma":[0.9724114,0.003975,0.005494276,0.005491101,0.0002955566,0.0002796073,0.00003155882,0.00006776015,0.01195374],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007878793,"threshold_uncertainty_score":0.04166752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400945844","doi":"10.1080/1068316x.2024.2381116","title":"Facilitating sensitive disclosures by building rapport: the sensitive topic paradigm","year":2024,"lang":"en","type":"article","venue":"Psychology Crime and Law","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Psychology; Computer science; Data science","authors":[{"name":"Quintan Crough","is_ca":true},{"name":"Cassandre Dion Larivière","is_ca":true},{"name":"Funmilola Ogunseye","is_ca":true},{"name":"Joseph Eastwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02723110306044127,"gpt":0.3565673452423154,"spread":0.3293362421818741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04012063,0.0007791203,0.0006004377,0.002577259,0.004518286,0.004976644,0.002851686,0.002543574,0.002832311],"category_scores_gemma":[0.05287685,0.000854252,0.0008284781,0.00133071,0.01353049,0.009435942,0.009411599,0.003397402,0.0005322496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794462,"about_ca_system_score_gemma":0.003297512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136574,"about_ca_topic_score_gemma":0.0005502279,"domain_scores_codex":[0.9044319,0.08897707,0.001209373,0.001954278,0.002708066,0.0007193351],"domain_scores_gemma":[0.9052422,0.07711604,0.006748026,0.007310404,0.00201665,0.00156666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005490816,0.001197502,0.005633445,0.001975014,0.0001127064,0.001298372,0.5576452,0.001155855,0.01754347,0.2814098,0.002143821,0.1293357],"study_design_scores_gemma":[0.0007351472,0.003217578,0.01162801,0.002874268,0.0003328473,0.00580969,0.331737,0.01576199,0.03095187,0.4619923,0.134581,0.000378338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2123348,0.000770272,0.7219587,0.008666821,0.0002836339,0.006253459,0.0001592973,0.0002236021,0.04934948],"genre_scores_gemma":[0.5863631,0.0006697794,0.4011281,0.000989668,0.00009075154,0.008106057,0.0000536554,0.00004225179,0.0025567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04012063,"threshold_uncertainty_score":0.2121807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1590647622","doi":"10.3917/aatc.151.0019","title":"Le processus relationnel de groupe : avancées pour un modèle de psychothérapie de groupe en analyse transactionnelle","year":2015,"lang":"fr","type":"article","venue":"Actualités en analyse transactionnelle/Actualités en analyse transactionnelle","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Counselling and Psychotherapy Association","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Richard G. Erskine","is_ca":true},{"name":"Agnès Blondel","is_ca":false}],"retraction":null,"screen_n_in":0,"score":{"opus":0.04169451629014409,"gpt":0.3155849990855585,"spread":0.2738904827954144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008358731,0.001052628,0.0007555464,0.0020516,0.002573633,0.006251021,0.001936549,0.001976426,0.01074545],"category_scores_gemma":[0.01128812,0.0004744943,0.001148774,0.001570248,0.01370629,0.009325964,0.003448127,0.004153346,0.001123902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004661429,"about_ca_system_score_gemma":0.005201926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004593262,"about_ca_topic_score_gemma":0.00398652,"domain_scores_codex":[0.9919264,0.005506278,0.0002296084,0.0008251922,0.001229146,0.000283231],"domain_scores_gemma":[0.9927105,0.004711685,0.0006817916,0.0008667525,0.0006663118,0.0003631336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008776197,0.00007286166,0.002473847,0.000407412,0.00005511548,0.00024377,0.04436726,0.001035965,0.0006522484,0.9170296,0.0009247239,0.03264931],"study_design_scores_gemma":[0.0001039941,0.0002870024,0.006509964,0.0008550421,0.0001447536,0.0008580265,0.02567553,0.01259639,0.000954224,0.8682454,0.08368816,0.00008143724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09248536,0.01134703,0.6796929,0.02711933,0.0009888525,0.00118892,0.0002011487,0.0002692517,0.1867072],"genre_scores_gemma":[0.8337605,0.005018761,0.140637,0.001688462,0.000239374,0.001598708,0.0001361664,0.0001341537,0.01678696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01074545,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904979056","doi":"10.3968/10555","title":"A Transactional Analysis of the Character of Jim Harris in Eugene O’Neill’s All God’s Chillun Got Wings","year":2018,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psyche; Character (mathematics); Transactional analysis; Psychoanalysis; Existentialism; Id, ego and super-ego; Humanism; Psychology; Philosophy; Sociology; Epistemology; Theology","authors":[{"name":"Zahra Reza Soltani","is_ca":false},{"name":"Abdolmohammad Movahhed","is_ca":false},{"name":"Soran Rajabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01925184305569286,"gpt":0.36490838797583,"spread":0.3456565449201371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270672,0.0002060496,0.0001714772,0.0007269689,0.006818858,0.003816,0.0006045789,0.0008842191,0.001843696],"category_scores_gemma":[0.003344881,0.0001855319,0.00008065746,0.0004561002,0.01795723,0.003003864,0.002391832,0.002093493,0.0001804317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018205,"about_ca_system_score_gemma":0.001282414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008309135,"about_ca_topic_score_gemma":0.01932962,"domain_scores_codex":[0.9986131,0.0009285315,0.00001688504,0.00009894904,0.0001794752,0.0001629391],"domain_scores_gemma":[0.9983804,0.001018915,0.0002043105,0.00006317577,0.0001356331,0.0001974455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007007864,0.00003386162,0.002018346,0.00005657773,0.000008884944,0.001427022,0.6540333,0.00008840211,0.001415904,0.3218805,0.007054524,0.01191262],"study_design_scores_gemma":[0.00001254977,0.00009236569,0.00752744,0.0002504458,0.00001869437,0.001513747,0.6755532,0.0006042105,0.001353347,0.08522135,0.2277996,0.00005306651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7432413,0.003768271,0.008055389,0.03283143,0.0006605806,0.00004856125,0.00003374741,0.00004460363,0.2113162],"genre_scores_gemma":[0.9873712,0.00047829,0.0005733357,0.001144751,0.00004343415,0.00001019127,0.000005301086,0.00001601655,0.01035742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008309135,"threshold_uncertainty_score":0.02189869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7165058724","doi":"10.5281/zenodo.20734428","title":"Pourquoi ai-je quitté? : Autoethnographie d'une intervenante de soutien direct en trouble grave du comportement (TGC)","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Réseau National d'Expertise en Trouble du Spectre de l'Autisme; Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Relation (database); Disconnection","authors":[{"name":"Claudiane Coutu Arbour","is_ca":true},{"name":"Valérie Martin","is_ca":true},{"name":"Marie‐Michèle Dufour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02740842529316821,"gpt":0.3194046303580823,"spread":0.2919962050649141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005331184,0.0005389266,0.0006557004,0.000858505,0.007585303,0.004716746,0.000925862,0.001901187,0.004924681],"category_scores_gemma":[0.007800204,0.0005707374,0.0004500322,0.0008484081,0.008661537,0.003663933,0.003689407,0.00473421,0.001090563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003611407,"about_ca_system_score_gemma":0.004064789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643207,"about_ca_topic_score_gemma":0.03418783,"domain_scores_codex":[0.9915239,0.006800461,0.0001493188,0.0005213639,0.0004479928,0.0005571115],"domain_scores_gemma":[0.9934933,0.004422362,0.0003579419,0.0004469346,0.0006021495,0.000677445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004014659,0.00006766818,0.002154345,0.0001473657,0.000006015511,0.0006400731,0.9838597,0.00006559019,0.0009655792,0.003784228,0.002870444,0.005398908],"study_design_scores_gemma":[0.000008781585,0.00006072217,0.00324216,0.0004272183,0.000007769724,0.0006108684,0.9260705,0.0001778658,0.0005621879,0.001378276,0.06741896,0.00003485491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298829,0.002517819,0.01363769,0.01111675,0.000535566,0.0004468252,0.0004909807,0.00009006305,0.04128135],"genre_scores_gemma":[0.9727926,0.002290466,0.004403425,0.002340076,0.00007822661,0.0003546674,0.0001544583,0.0001027917,0.01748327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643207,"threshold_uncertainty_score":0.03267288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7164990424","doi":"10.5281/zenodo.20734429","title":"Pourquoi ai-je quitté? : Autoethnographie d'une intervenante de soutien direct en trouble grave du comportement (TGC)","year":2025,"lang":"fr","type":"article","venue":"Open MIND","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Réseau National d'Expertise en Trouble du Spectre de l'Autisme; Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Relation (database); Disconnection","authors":[{"name":"Claudiane Coutu Arbour","is_ca":true},{"name":"Valérie Martin","is_ca":true},{"name":"Marie‐Michèle Dufour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03411746313332618,"gpt":0.3933834140121156,"spread":0.3592659508787894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005331184,0.0005389266,0.0006557004,0.000858505,0.007585303,0.004716746,0.000925862,0.001901187,0.004924681],"category_scores_gemma":[0.007800204,0.0005707374,0.0004500322,0.0008484081,0.008661537,0.003663933,0.003689407,0.00473421,0.001090563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003611407,"about_ca_system_score_gemma":0.004064789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643207,"about_ca_topic_score_gemma":0.03418783,"domain_scores_codex":[0.9915239,0.006800461,0.0001493188,0.0005213639,0.0004479928,0.0005571115],"domain_scores_gemma":[0.9934933,0.004422362,0.0003579419,0.0004469346,0.0006021495,0.000677445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004014659,0.00006766818,0.002154345,0.0001473657,0.000006015511,0.0006400731,0.9838597,0.00006559019,0.0009655792,0.003784228,0.002870444,0.005398908],"study_design_scores_gemma":[0.000008781585,0.00006072217,0.00324216,0.0004272183,0.000007769724,0.0006108684,0.9260705,0.0001778658,0.0005621879,0.001378276,0.06741896,0.00003485491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298829,0.002517819,0.01363769,0.01111675,0.000535566,0.0004468252,0.0004909807,0.00009006305,0.04128135],"genre_scores_gemma":[0.9727926,0.002290466,0.004403425,0.002340076,0.00007822661,0.0003546674,0.0001544583,0.0001027917,0.01748327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643207,"threshold_uncertainty_score":0.03267288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041117432","doi":"10.1176/pn.47.8.psychnews_47_8_10-a","title":"Execs Learn the Business of Psychodynamics","year":2012,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Unconscious mind; Psychodynamics; Management; Business Review; Shareholder; Psychology; Public relations; Sociology; Psychoanalysis; Political science","authors":[{"name":"Joan Arehart-Treichel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01841149700878031,"gpt":0.3148635594377707,"spread":0.2964520624289904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005915589,0.00063716,0.0003788464,0.001020053,0.001817572,0.005590325,0.0006493129,0.001789003,0.4680851],"category_scores_gemma":[0.002884104,0.0004145581,0.0003756414,0.0007462899,0.0008901953,0.004480564,0.002759319,0.003173748,0.3487131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184604,"about_ca_system_score_gemma":0.002278662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636765,"about_ca_topic_score_gemma":0.006738444,"domain_scores_codex":[0.9992695,0.00008396382,0.00002304357,0.00006501954,0.0004459211,0.0001126658],"domain_scores_gemma":[0.9984133,0.0002613056,0.00007241179,0.0001268849,0.0003644672,0.0007616798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005511686,0.00001574398,0.00006814223,0.00002519126,4.92136e-7,0.00003608151,0.00008284281,0.00001297263,0.00005251662,0.003122057,0.9593884,0.03719007],"study_design_scores_gemma":[0.00000142038,0.000004325096,0.0001147116,0.00003537058,3.150843e-7,0.0000500926,0.00008496979,0.00001118262,0.00003026376,0.0006380515,0.9990277,0.000001619051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008429025,0.006841635,0.001470925,0.02962409,0.007619091,0.00003697576,0.0003622792,0.001648005,0.951554],"genre_scores_gemma":[0.002962723,0.00303968,0.0005881159,0.005163803,0.001886659,0.00001856357,0.0002094106,0.000423943,0.9857072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4680851,"threshold_uncertainty_score":0.758712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7096517976","doi":"","title":"Revisiting Transactional Distance Theory in a Context of Web- Based High-School Distance Education","year":2008,"lang":"en","type":"article","venue":"","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Distance education; Context (archaeology); Ligne; Transactional leadership; Curriculum; Relation (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01341346588867964,"gpt":0.2953139083164475,"spread":0.2819004424277678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008625605,0.0004484541,0.0005678236,0.002750987,0.003093838,0.01003693,0.002998905,0.00218732,0.005844201],"category_scores_gemma":[0.02058023,0.0005309907,0.0005734095,0.002816787,0.02368781,0.0148651,0.005765708,0.002874488,0.0003988667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172595,"about_ca_system_score_gemma":0.005925328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01772542,"about_ca_topic_score_gemma":0.01535354,"domain_scores_codex":[0.9886219,0.006745256,0.0004406928,0.001289473,0.002033467,0.0008693198],"domain_scores_gemma":[0.9606636,0.02902646,0.003395099,0.002301987,0.003260064,0.001352861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008217478,0.000204345,0.02434502,0.0005771045,0.00007126394,0.001466936,0.133725,0.003582695,0.000703188,0.7963091,0.0006045784,0.03832871],"study_design_scores_gemma":[0.00008157359,0.0003763025,0.02473644,0.0008936821,0.00007535458,0.001532838,0.2881369,0.02327553,0.0009154705,0.6121823,0.04767934,0.0001142147],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6293328,0.005696317,0.1715904,0.01389533,0.0003156534,0.0003782094,0.0001233267,0.00007319153,0.1785949],"genre_scores_gemma":[0.9938599,0.0004235046,0.003895561,0.0002324962,0.00002129134,0.00006826848,0.00001453817,0.00001050626,0.001473903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772542,"threshold_uncertainty_score":0.08507812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134113561","doi":"10.5539/ijps.v13n1p40","title":"Combination of Transactional Analysis Therapy and Hypnotherapy in the Treatment of Emotional Conflicts: A Case Study in Iran","year":2021,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Transactional analysis; Psychology; Psychotherapist; Hypnosis; Transactional leadership; Session (web analytics); Trance; Social psychology; Alternative medicine; Medicine","authors":[{"name":"Zeynab Bahrami","is_ca":false},{"name":"Atena Heidari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1954199444968469,"gpt":0.4761541006293544,"spread":0.2807341561325075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288978,0.0006123596,0.0006011331,0.0009390174,0.004513035,0.001251889,0.001207053,0.001879544,0.001510649],"category_scores_gemma":[0.002919393,0.0004037051,0.0006874491,0.0009361543,0.001974226,0.001003046,0.001382021,0.001821539,0.0002452303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416983,"about_ca_system_score_gemma":0.001583433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101648,"about_ca_topic_score_gemma":0.006027874,"domain_scores_codex":[0.9982242,0.0009630146,0.00009362443,0.00008731643,0.0002986878,0.0003331258],"domain_scores_gemma":[0.9993505,0.0002201404,0.0001321505,0.00004655457,0.00005074817,0.0001999576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0009384151,0.00721562,0.03872252,0.001279981,0.0002167608,0.5018749,0.2016056,0.00124734,0.01115615,0.01158756,0.004108809,0.2200463],"study_design_scores_gemma":[0.0004307029,0.00297543,0.03017781,0.0003738571,0.0002128766,0.8056035,0.1179784,0.003043763,0.005242207,0.00268287,0.03110465,0.0001738919],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874504,0.002785205,0.001612496,0.0011805,0.00007723962,0.000143473,0.000008849382,0.00001633971,0.006725553],"genre_scores_gemma":[0.9930929,0.002172745,0.002468271,0.0003193777,0.00007185468,0.00007858685,0.000006971368,0.00001415926,0.001775172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004513035,"threshold_uncertainty_score":0.01028097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983339275","doi":"10.2182/cjot.2010.77.5.1x","title":"Leçons apprises : Un hommage à Gary Kielhofner","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Gerontology; Psychology; Medicine","authors":[{"name":"Marcia Finlayson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1038689264156851,"gpt":0.401050687774868,"spread":0.2971817613591829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004175337,0.001377939,0.001295811,0.001572997,0.007562582,0.00979984,0.00117788,0.00835719,0.01812592],"category_scores_gemma":[0.0206057,0.0004816013,0.0005814634,0.0007750985,0.006564931,0.00842347,0.004690467,0.01662556,0.007458515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900928,"about_ca_system_score_gemma":0.004788688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222699,"about_ca_topic_score_gemma":0.01980803,"domain_scores_codex":[0.9954288,0.00203701,0.000155934,0.0005959088,0.001287607,0.0004947546],"domain_scores_gemma":[0.9909369,0.00412698,0.0003471989,0.0003177797,0.00244479,0.001826381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008129767,0.0000573855,0.0003222544,0.0001407268,0.00001598072,0.0007269942,0.002464158,0.00006818949,0.0001494865,0.01934667,0.9355335,0.04109325],"study_design_scores_gemma":[0.000006821888,0.00001162962,0.0002923176,0.0004642867,0.000007480641,0.001226996,0.003332658,0.00008128328,0.0000998558,0.00790961,0.9865285,0.00003849964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001669693,0.1282049,0.0007630441,0.7701954,0.08169734,0.00001427228,0.00007577413,0.00008757362,0.01729204],"genre_scores_gemma":[0.05922944,0.1004704,0.002032891,0.5160365,0.09881239,0.0000950746,0.0001145585,0.0006052004,0.2226036],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01812592,"threshold_uncertainty_score":0.06063724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388986732","doi":"10.1515/9781478027607-001","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06232408698659139,"gpt":0.3469752403411149,"spread":0.2846511533545236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00538622,0.001315251,0.00103994,0.001911302,0.002824439,0.004461303,0.001963739,0.00215516,0.3070665],"category_scores_gemma":[0.02595549,0.0003661428,0.0006802654,0.001475718,0.001047748,0.003279926,0.00524171,0.004253743,0.2146852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002695342,"about_ca_system_score_gemma":0.005098568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00303703,"about_ca_topic_score_gemma":0.007033799,"domain_scores_codex":[0.9941215,0.001433868,0.0003037121,0.0008481854,0.002815334,0.0004773803],"domain_scores_gemma":[0.9818147,0.002075638,0.0006558174,0.001407895,0.01033923,0.003706787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006124226,0.00001492232,0.0004908908,0.0001556083,0.0000075271,0.0001700595,0.000781739,0.00004689467,0.0004652827,0.01229211,0.9344229,0.05109081],"study_design_scores_gemma":[0.000003553577,0.000003957729,0.0001587092,0.00007302862,0.000002542079,0.000129564,0.0002436213,0.00001923289,0.00008540843,0.001130146,0.9981461,0.000004203349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006722366,0.01800556,0.02336174,0.150294,0.1236927,0.0009776419,0.02564816,0.004310252,0.6469876],"genre_scores_gemma":[0.02534834,0.005805644,0.02082402,0.03150582,0.009066803,0.0008616593,0.009339728,0.003011467,0.8942367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3070665,"threshold_uncertainty_score":0.9883856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7095195020","doi":"","title":"– Martin Golding. University of Alberta PREDICTING HOMOLOGOUS SIGNALING PATHWAYS USING MACHINE LEARNING","year":2012,"lang":"en","type":"article","venue":"","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Artificial neural network; Identification (biology); Set (abstract data type); Adept","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03157038728160677,"gpt":0.2694512541734835,"spread":0.2378808668918767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001724571,0.001321962,0.001047129,0.001846196,0.001103288,0.002139546,0.001184389,0.001899408,0.254255],"category_scores_gemma":[0.003749439,0.0005101133,0.0004683013,0.001140146,0.001024683,0.00174279,0.001238126,0.002612679,0.1552698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197876,"about_ca_system_score_gemma":0.002615205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03888524,"about_ca_topic_score_gemma":0.06354055,"domain_scores_codex":[0.9990472,0.0001091848,0.00003817674,0.0003286952,0.0003892559,0.00008747505],"domain_scores_gemma":[0.9957154,0.0008448854,0.0001540762,0.0002129862,0.001709483,0.001363155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001682185,0.00005058761,0.0004590274,0.0001963926,0.00001655969,0.0001445434,0.0001336951,0.0003879906,0.0009930128,0.003630649,0.8522691,0.1415503],"study_design_scores_gemma":[0.0000251732,0.0000302971,0.001125422,0.0001466448,0.00001047745,0.0002526706,0.000177319,0.0005503969,0.0006494477,0.002686569,0.9943119,0.0000335791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005961496,0.1746735,0.03761753,0.4031011,0.1012924,0.0002126987,0.009166704,0.007833799,0.2601407],"genre_scores_gemma":[0.01659434,0.04542588,0.01135831,0.01173302,0.007029899,0.00006870594,0.001690632,0.0008688651,0.9052303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.254255,"threshold_uncertainty_score":0.8505678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414031981","doi":"10.31234/osf.io/f3xuj_v1","title":"When Sisyphus Falls: Creation Through Destruction in the Search for Identity","year":2025,"lang":"en","type":"article","venue":"","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"","keywords":"Identity (music); Aesthetics; Art","authors":[{"name":"Michael Swinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04524839558627324,"gpt":0.422986634545577,"spread":0.3777382389593038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004821158,0.0005723955,0.0006709574,0.002786039,0.01088449,0.01202604,0.001207159,0.002597335,0.005906691],"category_scores_gemma":[0.0117791,0.0005865904,0.0004947287,0.0018341,0.06336006,0.02075331,0.01808341,0.005442694,0.0008904668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565557,"about_ca_system_score_gemma":0.004186959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315576,"about_ca_topic_score_gemma":0.003204653,"domain_scores_codex":[0.9933848,0.003153694,0.0003133774,0.0007689195,0.001418689,0.0009605308],"domain_scores_gemma":[0.9961755,0.001409068,0.0007581441,0.0006260869,0.0003525366,0.0006785611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009227222,0.00002367316,0.004675721,0.00009334173,0.00001799213,0.001067649,0.2360006,0.0001972706,0.001056413,0.7339346,0.002624415,0.02021608],"study_design_scores_gemma":[0.00002129169,0.00009311116,0.004323861,0.0003110082,0.00002120316,0.00268021,0.2726355,0.001645664,0.001067257,0.6296013,0.08752615,0.0000733615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5599729,0.00507246,0.09943273,0.04009509,0.001102063,0.0002739888,0.0001248762,0.0004016001,0.2935242],"genre_scores_gemma":[0.9890204,0.0005708947,0.005051055,0.0006985762,0.00004678609,0.00005522942,0.00003029672,0.00008623147,0.004440493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202604,"threshold_uncertainty_score":0.03312558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401361592","doi":"10.3917/aatc.186.0019","title":"Qu’est-ce qu’un nom ? L’attribution d’un prénom, l’identité et la formation du scénario","year":2024,"lang":"fr","type":"article","venue":"Actualités en analyse transactionnelle/Actualités en analyse transactionnelle","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Jarosław Jagieła","is_ca":true},{"name":"Dorota Gębuś","is_ca":false},{"name":"Rachel Brevière","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01867520340933145,"gpt":0.3334577886629129,"spread":0.3147825852535814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004561833,0.0003966523,0.0003216438,0.0007866845,0.005216222,0.005562097,0.0006401788,0.001568799,0.008315778],"category_scores_gemma":[0.01777735,0.000287904,0.0003452407,0.000610606,0.007578486,0.006908339,0.003713643,0.002489587,0.001087343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585876,"about_ca_system_score_gemma":0.003658774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007199443,"about_ca_topic_score_gemma":0.01041465,"domain_scores_codex":[0.9932128,0.004703349,0.0002241866,0.0005474401,0.0008796209,0.0004326305],"domain_scores_gemma":[0.9921456,0.003323469,0.001453407,0.0005855364,0.001258468,0.001233458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002474759,0.0001183381,0.05577471,0.0004205818,0.00005462509,0.002399429,0.5711083,0.0003374837,0.002233274,0.2874445,0.005663862,0.0741974],"study_design_scores_gemma":[0.00001633287,0.0001699737,0.03820172,0.0007031961,0.0000389913,0.002482018,0.6925451,0.0006360149,0.000962772,0.05399946,0.2101362,0.00010812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7254143,0.003509932,0.02312041,0.02779768,0.001403589,0.0001482837,0.000197704,0.00005219011,0.2183559],"genre_scores_gemma":[0.9876429,0.0009676458,0.001953478,0.0006084518,0.00005221016,0.00003757563,0.00006522437,0.0000226509,0.008649953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008315778,"threshold_uncertainty_score":0.02781904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290884255","doi":"","title":"Leave Your Ego at the Door","year":2012,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Id, ego and super-ego; Psychology; Social psychology","authors":[{"name":"Blake Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04436661470497123,"gpt":0.332019705196758,"spread":0.2876530904917868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003946213,0.0005362064,0.0008695252,0.001096118,0.006172653,0.008667972,0.001046016,0.002908393,0.07160529],"category_scores_gemma":[0.01813457,0.0005366714,0.0008040809,0.0007258578,0.006288045,0.01375214,0.006500086,0.009085909,0.03723739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396093,"about_ca_system_score_gemma":0.003959967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190769,"about_ca_topic_score_gemma":0.002783293,"domain_scores_codex":[0.9962483,0.001879311,0.00008874379,0.00033037,0.0008920475,0.0005612884],"domain_scores_gemma":[0.993647,0.001251648,0.0004527124,0.001418338,0.00180288,0.001427381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004255121,0.0002546324,0.005296922,0.0001811157,0.0000905939,0.0008458542,0.02807812,0.0001986353,0.002809471,0.6161605,0.1871064,0.1585522],"study_design_scores_gemma":[0.00007821458,0.0001557956,0.002266064,0.0004483211,0.00005707068,0.001607967,0.0470008,0.001131254,0.003035791,0.4244133,0.5196708,0.0001347218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07803786,0.003328005,0.109017,0.2121972,0.008838508,0.0002595546,0.0004583384,0.002072534,0.5857909],"genre_scores_gemma":[0.6630909,0.001870887,0.02407584,0.02146639,0.0008962806,0.0001768584,0.0001862771,0.001898327,0.2863383],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07160529,"threshold_uncertainty_score":0.2395436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411618272","doi":"10.51847/jcbb7yot2w","title":"10.51847/JCbb7YOt2w","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Transactional analysis; Psychology; Conflict analysis; Social psychology; Psychoanalysis; Conflict resolution; Sociology; Social science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009393222920011296,"gpt":0.2499068037108389,"spread":0.2405135807908276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001023029,0.0005826165,0.0004968825,0.002014404,0.001323048,0.002471052,0.000740795,0.001884473,0.8761071],"category_scores_gemma":[0.001649039,0.0002413064,0.0004306872,0.00196951,0.0007216205,0.001612751,0.0018463,0.0009578587,0.7906638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008752663,"about_ca_system_score_gemma":0.001330846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005476349,"about_ca_topic_score_gemma":0.005357706,"domain_scores_codex":[0.999422,0.0001069066,0.0000563182,0.000117391,0.0001721857,0.0001252204],"domain_scores_gemma":[0.9980539,0.0004518917,0.0001814684,0.0002160573,0.0005097698,0.0005868598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003206932,0.0007171754,0.00594211,0.0003571485,0.00001847971,0.0003643541,0.0003156514,0.000140637,0.003142754,0.003729999,0.109882,0.8750691],"study_design_scores_gemma":[0.0001527379,0.0002732603,0.01745234,0.0006320489,0.00002890621,0.001520221,0.001026347,0.0008345572,0.001579604,0.00256105,0.9738957,0.00004331439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01593844,0.00117796,0.002689613,0.002042877,0.001048457,0.0002775528,0.001054539,0.0009797045,0.9747909],"genre_scores_gemma":[0.02630351,0.0008959353,0.004056864,0.0008057181,0.0002035007,0.00028017,0.001028652,0.0003081115,0.9661175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1238929,"threshold_uncertainty_score":0.1767181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057643052","doi":"10.5209/ciyc.8192","title":"Más allá de una teoría del impacto de la interacción interpersonal en la cooperación no verbal","year":2002,"lang":"es","type":"article","venue":"Complutensian Scientific Journals (Complutense University of Madrid)","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Psychology","authors":[{"name":"Eric Berne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02333315371658853,"gpt":0.3044342786111691,"spread":0.2811011248945806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004342285,0.0005531041,0.0004097789,0.00120257,0.007348331,0.01155632,0.001327483,0.003147518,0.01213364],"category_scores_gemma":[0.009013569,0.0003142486,0.0003635781,0.0009677339,0.0274712,0.008901047,0.006504029,0.005396491,0.002275123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005111245,"about_ca_system_score_gemma":0.004511606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760063,"about_ca_topic_score_gemma":0.02317821,"domain_scores_codex":[0.9899291,0.006902841,0.0001779802,0.0008702266,0.001380251,0.0007395819],"domain_scores_gemma":[0.9903271,0.005201657,0.001119797,0.001005606,0.001358215,0.0009876516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006219327,0.0000419418,0.003326426,0.0003688994,0.00004464563,0.0004268035,0.175682,0.0002141648,0.0005940138,0.7074999,0.05596954,0.05576958],"study_design_scores_gemma":[0.00001259781,0.00006576088,0.005013033,0.001280739,0.00002838335,0.0005994564,0.09744114,0.0001979984,0.0004819113,0.08904053,0.8057723,0.00006611321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05808208,0.05899812,0.01438831,0.2965823,0.005218586,0.00004336498,0.0001325867,0.0001605814,0.5663942],"genre_scores_gemma":[0.8266971,0.02553607,0.00264265,0.02951467,0.002252649,0.0001159307,0.00004979431,0.0002050855,0.112986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01760063,"threshold_uncertainty_score":0.04059112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772398440","doi":"10.1007/978-94-6351-218-3_40","title":"Apology Accepted; Opportunity Denied","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Conversation; Executive director; Psychology; Political science; Law; Management; Communication","authors":[{"name":"Barbara Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06794209138690907,"gpt":0.3342602302362714,"spread":0.2663181388493624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002045976,0.0008938223,0.000807072,0.001103775,0.003922374,0.006348434,0.001969147,0.007403501,0.5066714],"category_scores_gemma":[0.01822517,0.0004916227,0.0007661296,0.0005667968,0.001391923,0.004220651,0.004022067,0.009847494,0.4043204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906251,"about_ca_system_score_gemma":0.002182369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806873,"about_ca_topic_score_gemma":0.003627859,"domain_scores_codex":[0.9973798,0.0003187113,0.0001442703,0.0003192899,0.001475211,0.0003626997],"domain_scores_gemma":[0.9947814,0.001125483,0.0002350087,0.0006677872,0.00221591,0.0009743717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002513306,0.00001644865,0.00004135435,0.0000375978,0.000002981494,0.0001531218,0.00005262956,0.00001251818,0.0000967762,0.006241076,0.9800966,0.01322374],"study_design_scores_gemma":[0.000006679617,0.000008088945,0.00007943434,0.00002643982,0.000001486727,0.00007236263,0.00005605954,0.00002807018,0.00004294563,0.001239148,0.998434,0.00000531558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007834212,0.001422656,0.0009596857,0.05952925,0.1651444,0.0002698772,0.0006284079,0.001278443,0.7699839],"genre_scores_gemma":[0.002787333,0.0002647355,0.0001421716,0.00959958,0.009005423,0.00008312117,0.0001161068,0.0003154691,0.9776862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5066714,"threshold_uncertainty_score":0.7036734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}