{"meta":{"query_hash":"56aed78eee84","filters":{"venue":"DECP Debate"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/56aed78eee84","api":"https://metacan.xera.ac/api/v1/cohort?venue=DECP+Debate"},"results":[{"id":"W3091205206","doi":"10.53841/bpsdeb.2020.1.175.32","title":"An acceptance and commitment therapy (ACT)-based intervention for an adolescent experiencing anger difficulties","year":2020,"lang":"en","type":"article","venue":"DECP Debate","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Acceptance and commitment therapy; Anger; Intervention (counseling); Flexibility (engineering); Psychology; Anger management; Psychotherapist; Value (mathematics); Clinical psychology; Applied psychology; Psychiatry","score_opus":0.06123720818796695,"score_gpt":0.33620235348003785,"score_spread":0.2749651452920709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091205206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898717,0.00080350466,0.0061517092,0.0017639564,0.0005891441,0.0005085153,0.00002431653,0.00009768485,0.00018948219],"genre_scores_gemma":[0.9940333,0.000054241336,0.00056494225,0.004756915,0.0003205073,0.00007982124,0.00009419992,0.000020214888,0.00007589345],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990075,0.00007070993,0.0002226769,0.00036359922,0.000117263895,0.00021823826],"domain_scores_gemma":[0.99955946,0.000016093514,0.00007444884,0.00013005537,0.000044207558,0.00017574418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000971559,0.00016130992,0.00016046719,0.000029943909,0.00016637752,0.00006892714,0.00013271582,0.000058799676,0.000188925],"category_scores_gemma":[0.000004784151,0.00013528841,0.00008549658,0.000066698994,0.00004150795,0.00012571362,0.000013278655,0.000078699355,0.00001304878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044979807,0.0064366525,0.07474947,0.00029268747,0.00023975073,0.00001665885,0.07268568,0.000069269016,0.011973868,0.0042068176,0.026485566,0.79834557],"study_design_scores_gemma":[0.0055615436,0.0010870394,0.9323828,0.00016367558,0.000015659518,0.0000028433144,0.005192894,0.0010664319,0.0022199263,0.00021232867,0.051626395,0.0004684393],"about_ca_topic_score_codex":0.000015434782,"about_ca_topic_score_gemma":0.000024472956,"teacher_disagreement_score":0.85763335,"about_ca_system_score_codex":0.00002636925,"about_ca_system_score_gemma":0.000011488342,"threshold_uncertainty_score":0.55169016},"labels":[],"label_agreement":null},{"id":"W4315746390","doi":"10.53841/bpsdeb.2021.1.178.7","title":"‘Who taught you how to hate yourself so much?’: A brief literature review on body image in children and adolescents and the case for mindful eating habits and self-compassion","year":2021,"lang":"en","type":"article","venue":"DECP Debate","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Self-compassion; Psychology; Compassion; Mindfulness; Developmental psychology; Psychotherapist; Psychoanalysis; Clinical psychology; Philosophy; Theology","score_opus":0.007791302965493344,"score_gpt":0.2841986948305512,"score_spread":0.27640739186505786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315746390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96987826,0.024555938,0.000033077096,0.004144994,0.0000922753,0.0011052147,0.0000709683,0.000028538856,0.00009073521],"genre_scores_gemma":[0.9924739,0.0020892825,0.0009977715,0.0032976675,0.00008352569,0.0001881726,0.00006695545,0.000046872516,0.00075586396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853456,0.00024576593,0.00024518408,0.0005562413,0.00009854326,0.000319679],"domain_scores_gemma":[0.9992981,0.00009074898,0.00011128087,0.0002987139,0.000077989076,0.00012316597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038534802,0.00024122227,0.0003898784,0.00007840833,0.00024654708,0.0002595965,0.000083954736,0.000112952126,0.000011518766],"category_scores_gemma":[0.00012458474,0.00017003457,0.00005949942,0.00025053124,0.00007292867,0.00008989973,0.00008909149,0.00025033127,0.000002594466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092442735,0.0017717069,0.6555805,0.0027827509,0.00026320378,0.004644928,0.024138719,7.738043e-7,0.000714845,0.0013548672,0.050774477,0.2570488],"study_design_scores_gemma":[0.015727678,0.0006651986,0.9432875,0.020737551,0.00054881984,0.007572192,0.000975194,0.00035534214,0.00033136999,0.00032726358,0.008387411,0.0010845086],"about_ca_topic_score_codex":0.00010113816,"about_ca_topic_score_gemma":0.00016189845,"teacher_disagreement_score":0.28770697,"about_ca_system_score_codex":0.000012499628,"about_ca_system_score_gemma":0.00001544698,"threshold_uncertainty_score":0.6933809},"labels":[],"label_agreement":null},{"id":"W4315746610","doi":"10.53841/bpsdeb.2020.1.174.6","title":"Was Maria Montessori really the first woman to become a doctor in Italy?","year":2020,"lang":"en","type":"article","venue":"DECP Debate","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Montessori method; Psychology; Art; Pedagogy; Early childhood education","score_opus":0.03729280020508213,"score_gpt":0.3198790487105865,"score_spread":0.28258624850550434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315746610","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1592967,0.00028490237,0.000090079775,0.6536337,0.0012322599,0.00067345565,0.000007974844,0.00016049623,0.18462044],"genre_scores_gemma":[0.9740487,0.00006140183,0.0002961499,0.017381711,0.00045499217,0.00011027063,0.0000015874045,0.000015698337,0.0076295333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873,0.000098162025,0.00024068024,0.0002589084,0.00033027437,0.00034196733],"domain_scores_gemma":[0.99916303,0.0002801632,0.000054306394,0.00019018583,0.00007485853,0.00023746451],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003801886,0.000101895974,0.00017516264,0.000049064456,0.00049130473,0.00006835506,0.00045947667,0.00004155986,0.00021742283],"category_scores_gemma":[0.0013114201,0.00008004683,0.000054848962,0.001058441,0.00009299817,0.0000934567,0.00010212115,0.00014259499,0.0008609891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072724244,0.0001227436,0.023575839,0.000013585875,0.00003798453,0.000035099987,0.35510916,0.000052084546,0.000027553318,0.029350521,0.58470774,0.0068949615],"study_design_scores_gemma":[0.00011924664,0.000021280932,0.030608406,0.000007285941,0.0000053717163,1.5919917e-7,0.0028000907,0.000021517617,0.0000031005616,0.00029483475,0.96600807,0.000110625064],"about_ca_topic_score_codex":0.006486385,"about_ca_topic_score_gemma":0.054422002,"teacher_disagreement_score":0.814752,"about_ca_system_score_codex":0.00035408224,"about_ca_system_score_gemma":0.00011822745,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W4315746693","doi":"10.53841/bpsdeb.2020.1.174.24","title":"The role of educational psychologists in promoting prosocial behaviours within post-conflict settings","year":2020,"lang":"en","type":"article","venue":"DECP Debate","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Prosocial behavior; Peacebuilding; Antecedent (behavioral psychology); Psychology; Cycle of violence; Social psychology; Conflict resolution; Developmental psychology; Political science; Human factors and ergonomics; Poison control; Sociology; Domestic violence; Social science; Medicine","score_opus":0.017760763891901742,"score_gpt":0.3169369081632557,"score_spread":0.29917614427135397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315746693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91384983,0.00016406005,7.164487e-7,0.0764795,0.00023371851,0.0003009416,0.0000038705575,0.000021463693,0.008945894],"genre_scores_gemma":[0.9977284,0.000014183301,0.00044600194,0.001318351,0.000180162,0.000025967765,0.000009594054,0.0000072762577,0.00027008183],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99894154,0.00012667179,0.00027447066,0.00017444063,0.00027119278,0.00021171253],"domain_scores_gemma":[0.99939775,0.00012956312,0.00016809521,0.000073391435,0.00012652774,0.00010468031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067810883,0.00006893959,0.00008872013,0.000029723664,0.00033304273,0.00006863779,0.00025153742,0.000056169,0.00006282623],"category_scores_gemma":[0.00089191453,0.000056736655,0.00003470724,0.0003047245,0.00015320789,0.00009074465,0.00002647747,0.00012986017,0.00002984719],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025203803,0.0001336536,0.40262175,0.000005664426,0.000013454434,0.0000010043784,0.5530765,0.0000026162231,0.00053120276,0.02052082,0.0017130694,0.021355042],"study_design_scores_gemma":[0.00035760857,0.00006270612,0.93388224,0.000043474192,0.000008706566,0.0000016814224,0.03382879,0.000020208032,0.0016003621,0.0058265077,0.024138488,0.000229245],"about_ca_topic_score_codex":0.0010355067,"about_ca_topic_score_gemma":0.0014695827,"teacher_disagreement_score":0.5312605,"about_ca_system_score_codex":0.00005169639,"about_ca_system_score_gemma":0.0008813077,"threshold_uncertainty_score":0.25615293},"labels":[],"label_agreement":null},{"id":"W4315822383","doi":"10.53841/bpsdeb.2006.1.117.11","title":"Three-year training: A coherent view from inside the profession","year":2006,"lang":"en","type":"article","venue":"DECP Debate","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Medicine; Geography; Meteorology","score_opus":0.07644623243684377,"score_gpt":0.3361832050003967,"score_spread":0.25973697256355294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315822383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663037,0.00040660208,0.00039452006,0.00086695753,0.00064771954,0.00038413156,0.000005053484,0.00007996524,0.030911349],"genre_scores_gemma":[0.9956421,0.000008036592,0.00024912026,0.00046456422,0.00043409853,0.00012243824,0.00012628023,0.000022248198,0.0029311026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99888015,0.00010802813,0.00027391186,0.00022696062,0.00025045508,0.00026046849],"domain_scores_gemma":[0.9994345,0.00009359998,0.00010924727,0.0002911208,0.000037174606,0.00003438835],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040765555,0.00013625562,0.00014612362,0.0000497904,0.00020627811,0.00004015234,0.00019362521,0.00009076624,0.004560958],"category_scores_gemma":[0.000010533492,0.00008724023,0.000049448125,0.00012941431,0.000045547335,0.000052229643,0.0000345109,0.00018192334,0.0022535964],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043756142,0.00031639056,0.17240918,0.00002666682,0.00023156869,0.000052126674,0.05819196,0.000056379922,0.0012289643,0.014741505,0.21124138,0.54106635],"study_design_scores_gemma":[0.0010229405,0.000043708453,0.7791423,0.00006499257,0.00003179522,0.0000038882654,0.0010361305,0.00059027557,0.0001255916,0.0072433096,0.2104879,0.00020715116],"about_ca_topic_score_codex":0.0002916293,"about_ca_topic_score_gemma":0.0009190362,"teacher_disagreement_score":0.60673314,"about_ca_system_score_codex":0.000029020213,"about_ca_system_score_gemma":0.00004037887,"threshold_uncertainty_score":0.99852324},"labels":[],"label_agreement":null},{"id":"W4320163507","doi":"10.53841/bpsdeb.2020.1.175.23","title":"Equine-assisted therapeutic interventions: Promoting self-awareness and emotion regulation","year":2020,"lang":"en","type":"article","venue":"DECP Debate","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychological intervention; Psychology; Self-awareness; Psychotherapist; Social psychology; Psychiatry","score_opus":0.06207933795772332,"score_gpt":0.3673983879114752,"score_spread":0.3053190499537519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320163507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98791945,0.00085312146,0.009662576,0.000890266,0.00009959274,0.00017285325,0.00000408924,0.000065719454,0.00033231903],"genre_scores_gemma":[0.9988137,0.00007294326,0.00041053895,0.00032457823,0.00012855371,0.00001945661,0.000049882074,0.000016469028,0.00016389533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927646,0.000065759734,0.00020846534,0.00026144995,0.00007365201,0.000114200506],"domain_scores_gemma":[0.99963844,0.000009517872,0.000101109086,0.00010310028,0.00009936742,0.00004847945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000955282,0.000105698455,0.000109131084,0.000025813155,0.00012470466,0.00004558659,0.000060099665,0.000058938636,0.000028169985],"category_scores_gemma":[0.00006117024,0.00010068937,0.00007349737,0.00007173737,0.000024824529,0.00000996501,0.00009372311,0.000054666958,0.000018788525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001046694,0.000088731314,0.0070862016,0.00018852508,0.0002638154,0.000003815814,0.0011169731,0.000022253775,0.975579,0.00012158661,0.00066538353,0.014759045],"study_design_scores_gemma":[0.0032962402,0.0031101527,0.34293437,0.00046865508,0.00046326718,0.000182356,0.0015714414,0.027908716,0.5645862,0.0006286481,0.053597793,0.0012521128],"about_ca_topic_score_codex":0.0000053570516,"about_ca_topic_score_gemma":0.000023120361,"teacher_disagreement_score":0.41099274,"about_ca_system_score_codex":0.0000119321985,"about_ca_system_score_gemma":0.00001188813,"threshold_uncertainty_score":0.41059935},"labels":[],"label_agreement":null},{"id":"W4320461353","doi":"10.53841/bpsdeb.2003.1.107.29","title":"DECP Working Party on Parent Partnership","year":2003,"lang":"en","type":"article","venue":"DECP Debate","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"General partnership; Documentation; Psychology; Work (physics); Service (business); Public relations; Set (abstract data type); Quality (philosophy); Medical education; Political science; Medicine; Computer science; Business; Engineering; Marketing","score_opus":0.19310082673492646,"score_gpt":0.428015259147856,"score_spread":0.23491443241292953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320461353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53669685,0.00021871483,0.00012466978,0.0007958323,0.0016335099,0.00013933601,0.0000023799241,0.00007264878,0.46031606],"genre_scores_gemma":[0.98373085,0.000012248207,0.00033522875,0.0039940546,0.0001867748,0.00012232852,0.00002106716,0.000019159876,0.011578307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834675,0.0002833831,0.00025966167,0.00044215453,0.0002190308,0.00044903628],"domain_scores_gemma":[0.99905145,0.000288299,0.00008971171,0.00035449257,0.000031922318,0.00018415],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034612615,0.00018350992,0.00016879466,0.000059695456,0.00012381455,0.00003952982,0.00019478485,0.00012000396,0.00575053],"category_scores_gemma":[0.000058634505,0.00014201217,0.00008989753,0.0002252866,0.000047698326,0.00003084855,0.000012666567,0.00023017223,0.0039505097],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022865814,0.0018848071,0.34202752,0.000008318517,0.00018824078,0.00012231898,0.0018614338,0.000023186869,0.00008318467,0.47573385,0.13679548,0.041043025],"study_design_scores_gemma":[0.00073022797,0.00017179335,0.28292257,0.000031966425,0.000018757177,0.00002612284,0.0004055224,0.0000029523987,0.00015699658,0.024810331,0.69042534,0.0002973917],"about_ca_topic_score_codex":0.00000990824,"about_ca_topic_score_gemma":0.0000083655,"teacher_disagreement_score":0.5536299,"about_ca_system_score_codex":0.000037301365,"about_ca_system_score_gemma":0.000024347919,"threshold_uncertainty_score":0.99682504},"labels":[],"label_agreement":null},{"id":"W4320463721","doi":"10.53841/bpsdeb.2012.1.143.11","title":"DECP Annual CPD Conference Keynote Presentations and Symposium ReviewsSocial and emotional learning: A critical appraisalWhy adult neuropsychological models don’t work for neurodevelopmental disordersReinventing educational psychologyInterventions for language and literacyThe future direction of SEN policy – An updateSymposium: Perspectives on professional engagement with vulnerable childrenPaper 1: Competence, confidence and creativity: meeting the needs of professionals who support vulnerable childrenPaper 2: Decision making factors involved in the consideration of retention of children out-of-age cohort: Application to professional practicePaper 3: Teachers’ general and student-focused attitudes towards the inclusion of students with special educational needsPaper 4: Safeguarding the safe-guarders","year":2012,"lang":"en","type":"article","venue":"DECP Debate","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Neuropsychology; Psychology; Work (physics); Pedagogy; Medical education; Mathematics education; Medicine; Cognition; Psychiatry; Engineering","score_opus":0.034152258009143,"score_gpt":0.4152216358864139,"score_spread":0.3810693778772709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320463721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902798,0.00022800331,0.00085618405,0.005760237,0.0001924456,0.0024361096,0.0000964861,0.000004021462,0.00014672987],"genre_scores_gemma":[0.9963328,0.00007837624,0.0025127025,0.00022615233,0.00018649723,0.00044399433,0.00014677634,0.00001599365,0.000056699224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966483,0.0014964048,0.0006900973,0.0003986112,0.0005542212,0.00021237768],"domain_scores_gemma":[0.99597275,0.0026289388,0.0007071202,0.00019106336,0.00044055653,0.000059573107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022142606,0.00023281595,0.00037577073,0.00016974192,0.0007661658,0.000043896896,0.00021476932,0.000101563346,0.00003125064],"category_scores_gemma":[0.00042597146,0.00012369078,0.00006188392,0.00029996032,0.0005746876,0.0003572589,0.00017757955,0.00038720967,5.5368616e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011937086,0.0017889548,0.8254017,0.00008207027,0.00020223761,8.567187e-8,0.14713275,0.00007005569,0.0012705721,0.021364102,0.00009945219,0.0013942571],"study_design_scores_gemma":[0.0011010282,0.0004704715,0.9587048,0.00046491,0.00012696692,0.000014306937,0.03779583,0.000044656714,0.000034596407,0.0011020234,0.000014203481,0.00012618574],"about_ca_topic_score_codex":0.0000956743,"about_ca_topic_score_gemma":0.00006928066,"teacher_disagreement_score":0.13330308,"about_ca_system_score_codex":0.000020906342,"about_ca_system_score_gemma":0.00011204003,"threshold_uncertainty_score":0.58928055},"labels":[],"label_agreement":null}]}