{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"9c8d83192860","filters":{"venue":"Medical Education Scholarship Forum Proceedings"}},"results":[{"id":"W1494902709","doi":"","title":"The influences of networks and weak ties on students by contributors to the MD program","year":2015,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Interpersonal ties; Strong ties; Public relations; Psychology; Internet privacy; Computer science; Social psychology; Political science","authors":[{"name":"Iain Robbé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02928014632640353,"gpt":0.4462514155177615,"spread":0.416971269191358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006757889,0.0001164435,0.0001485677,0.00006499636,0.001166887,0.0005947135,0.0009849707,0.0001189216,0.00002713317],"category_scores_gemma":[0.0234038,0.00006633432,0.00003010125,0.0007028906,0.0009662634,0.0003184402,0.000170715,0.0004496016,0.00002015768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141244,"about_ca_system_score_gemma":0.001238567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003748456,"about_ca_topic_score_gemma":0.0002887537,"domain_scores_codex":[0.9964384,0.0001592304,0.0003011969,0.0002315092,0.002390153,0.0004795191],"domain_scores_gemma":[0.9973979,0.0004867617,0.0001439448,0.0001124844,0.001148536,0.0007103901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003961552,0.0003195389,0.470258,0.000009141885,0.00003513166,4.044781e-8,0.01617326,4.767113e-7,0.000002103022,0.01881664,0.4438654,0.05048066],"study_design_scores_gemma":[0.0001704465,0.000166194,0.0573118,0.00008360812,0.00000925619,3.898361e-7,0.06984564,0.000003529769,0.0000214385,0.001185672,0.8711134,0.00008860287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074038,0.002441374,0.000003718713,0.1849261,0.0008256233,0.001023011,0.000001873918,0.00005579697,0.003318659],"genre_scores_gemma":[0.9935296,0.0006913674,0.00003419961,0.00256213,0.0003448741,0.000668222,0.000002253493,0.00000873453,0.002158657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.427248,"threshold_uncertainty_score":0.9848225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964124744","doi":"","title":"\"Sim Week\" for anesthesia residents entering the Competency by Design curriculum","year":2018,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Curriculum; Medical education; Medicine; Anesthesia; Psychology; Pedagogy","authors":[{"name":"Noel OReganMemorial University of Newfoundland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04061716833840932,"gpt":0.3790590189651422,"spread":0.3384418506267328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002197281,0.0002688713,0.0003025215,0.0002037004,0.0007294355,0.0001804327,0.0005176993,0.0002970206,0.0007705985],"category_scores_gemma":[0.004967907,0.0002067427,0.000116678,0.000652745,0.0002977583,0.0004894828,0.00004282549,0.0005956561,0.0001393996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706457,"about_ca_system_score_gemma":0.003112539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009990098,"about_ca_topic_score_gemma":0.000003543171,"domain_scores_codex":[0.996787,0.00006920307,0.0007251849,0.0005626481,0.001229899,0.0006260715],"domain_scores_gemma":[0.9957058,0.0003759429,0.0003107756,0.0003307041,0.002498673,0.0007780374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012146,0.0008451213,0.7638388,0.0003576745,0.00003902234,7.952988e-7,0.002630252,2.605557e-7,0.0003643228,0.003374769,0.2212622,0.007085608],"study_design_scores_gemma":[0.006936039,0.004142932,0.6518523,0.005380178,0.000515735,0.001262014,0.03939719,0.006183379,0.01304923,0.02111644,0.2484729,0.001691654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058938,0.0006293763,0.002317142,0.186919,0.001359418,0.002216688,0.000003151123,0.0002119086,0.0004495507],"genre_scores_gemma":[0.9692336,0.00002659762,0.004485251,0.02278722,0.001599063,0.0008611954,0.00007576753,0.00006595752,0.0008653032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641318,"threshold_uncertainty_score":0.8437513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793209818","doi":"","title":"Addressing the elephants in the interprofessional room: Memorial University’s model","year":2017,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sociology; Medical education; Medicine","authors":[{"name":"Olga Heath","is_ca":true},{"name":"Caroline Porr","is_ca":true},{"name":"Carolyn Sturge Sparkes","is_ca":true},{"name":"Michele Neary","is_ca":true},{"name":"Hubert White","is_ca":true},{"name":"Janice E. Parsons","is_ca":true},{"name":"Brenda J. Kirby","is_ca":true},{"name":"Adam Reid","is_ca":true},{"name":"Andrea Brennan-Hunter","is_ca":true},{"name":"Anne‐Marie Sullivan","is_ca":true},{"name":"Erin Davis","is_ca":true},{"name":"Melissa Hoskins","is_ca":true},{"name":"Michael W. Ducey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1212377993282136,"gpt":0.4850844283529385,"spread":0.3638466290247249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004408396,0.0002075493,0.0002127035,0.0001837001,0.005363171,0.0002375196,0.002187709,0.0004320948,0.0009767923],"category_scores_gemma":[0.007813524,0.0001251718,0.00007683969,0.0003599052,0.0002276639,0.001480766,0.0003639755,0.002535268,0.0002268787],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678445,"about_ca_system_score_gemma":0.01124082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002270014,"about_ca_topic_score_gemma":0.000682811,"domain_scores_codex":[0.9968157,0.000392636,0.0005604411,0.0003920375,0.001277039,0.0005620915],"domain_scores_gemma":[0.9975275,0.000370977,0.0006047413,0.0004595975,0.0007893647,0.0002477991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001204071,0.0009428136,0.3054414,0.0001908101,0.00003220705,0.000004237842,0.04082526,0.00000239118,0.0003677293,0.2763809,0.3548948,0.01971331],"study_design_scores_gemma":[0.003914108,0.0001100289,0.4129204,0.006135365,0.00008443931,0.00002667791,0.2937659,0.009347083,0.0000916766,0.05753781,0.2152493,0.0008172374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7378389,0.0000499634,0.0001216548,0.2284768,0.005760439,0.0008885743,0.00000577935,0.0000467479,0.0268112],"genre_scores_gemma":[0.9665358,0.00001987126,0.0002723306,0.02185902,0.001214855,0.0001946199,0.00002401647,0.00002239747,0.009857079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2529407,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1481906070","doi":"","title":"Social accountability: Impact of the Faculty of Medicine's activities on the community and patient care","year":2015,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Accountability; Social accounting; Public relations; Medicine; Medical education; Business; Nursing; Political science; Accounting; Law","authors":[{"name":"Iain Robbé","is_ca":true},{"name":"Lisa Fleet","is_ca":true},{"name":"Fran Kirby","is_ca":true},{"name":"Janet McHugh","is_ca":true},{"name":"Wanda Parsons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1088945047291119,"gpt":0.5052536673825971,"spread":0.3963591626534852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002004928,0.0001383562,0.0002302597,0.00007998742,0.001038037,0.00001329627,0.0003851375,0.0002319539,0.0003204184],"category_scores_gemma":[0.009319668,0.00006805432,0.00006724316,0.0004883973,0.000534353,0.0002683845,0.0001699177,0.001455113,0.000004980491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004250758,"about_ca_system_score_gemma":0.005963603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008882889,"about_ca_topic_score_gemma":0.000153705,"domain_scores_codex":[0.9975321,0.0005776092,0.0005269341,0.0001340458,0.001020275,0.0002089831],"domain_scores_gemma":[0.9967054,0.000449011,0.0005455856,0.0001827503,0.001938858,0.0001783727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003964836,0.0004532675,0.4172125,0.0003051832,0.0000364113,1.293787e-8,0.4193859,1.925311e-7,0.0003078639,0.02921851,0.1195499,0.01313381],"study_design_scores_gemma":[0.000493823,0.0003524298,0.249898,0.0008522136,0.00002037397,0.000001082925,0.7356896,0.000005726934,0.0003035759,0.006403518,0.005896962,0.0000826337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378817,0.00007425439,7.075794e-7,0.05467414,0.0007696428,0.0005885664,0.0000179133,0.00001521142,0.005977867],"genre_scores_gemma":[0.9938152,0.000003511459,0.00001311687,0.005618803,0.000163672,0.000178973,0.00001963101,0.00001166137,0.0001754041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163038,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803580761","doi":"","title":"Effective communication with patients, families & colleagues: Evaluation of an online program for international medical graduates (IMGS) in Newfoundland and Labrador (NL)","year":2017,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medical education; Family medicine; Medicine; Geography; Psychology","authors":[{"name":"Lisa Fleet","is_ca":true},{"name":"Karla Simmons","is_ca":true},{"name":"Elizabeth Bannister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05782377252688255,"gpt":0.4853183420303299,"spread":0.4274945695034474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006105141,0.0002152631,0.0003862188,0.0002369071,0.0009561698,0.00009296264,0.0008314532,0.0004415553,0.0001670304],"category_scores_gemma":[0.02740563,0.0001755853,0.00003017035,0.0002156237,0.0004305638,0.001248096,0.0002108405,0.0008633368,0.00000389192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862077,"about_ca_system_score_gemma":0.002223152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933251,"about_ca_topic_score_gemma":0.01881139,"domain_scores_codex":[0.9959621,0.0003033486,0.0008553281,0.0004419977,0.001980468,0.0004566905],"domain_scores_gemma":[0.9936658,0.0005195295,0.0008635878,0.0003310825,0.004135054,0.0004849901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000310558,0.001001131,0.6571437,0.0002450703,0.00001858313,8.488564e-8,0.002526651,8.806397e-8,0.000001641806,0.00191192,0.0005125637,0.336328],"study_design_scores_gemma":[0.006022237,0.0007023823,0.9629069,0.003954076,0.00005685437,0.000002238103,0.01164386,0.002203471,0.00001725183,0.004180996,0.00810957,0.0002001754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780397,0.0003332612,0.000006408004,0.01533472,0.0006017373,0.004660822,0.00003402415,0.00005747618,0.0009318193],"genre_scores_gemma":[0.991205,0.0003948896,0.003364199,0.001193078,0.0002443886,0.002856718,0.0006081228,0.00003235927,0.000101295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3361278,"threshold_uncertainty_score":0.9990928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887832051","doi":"","title":"National survey of mobile learning in Canadian pediatric residency","year":2017,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medical education; Medicine","authors":[{"name":"Tamer Abdel Moaein","is_ca":true},{"name":"Vernon Curran","is_ca":true},{"name":"Adam Reid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0305187333789941,"gpt":0.349716200140909,"spread":0.3191974667619149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006839056,0.0001505347,0.0002102655,0.0007165642,0.0004990171,0.0004711995,0.002207122,0.000245087,0.0001831246],"category_scores_gemma":[0.0498193,0.000163775,0.0000409145,0.0007240283,0.00009603232,0.001932682,0.0002038537,0.000915686,0.00007467278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291198,"about_ca_system_score_gemma":0.01798486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08463386,"about_ca_topic_score_gemma":0.06090343,"domain_scores_codex":[0.9970384,0.0001026283,0.0005468444,0.0004943612,0.0012929,0.000524891],"domain_scores_gemma":[0.9968875,0.000194193,0.0005341121,0.0003335376,0.001430971,0.0006196522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002599638,0.0001098645,0.9678246,0.00003591738,0.00000234086,4.411965e-7,0.0006444116,0.000005760625,0.000006426766,0.01782465,0.001757286,0.01178567],"study_design_scores_gemma":[0.0001772244,0.00004973714,0.9889226,0.00008563829,0.000002312853,0.000009406966,0.000129234,0.001332008,0.00003802169,0.005959255,0.003133652,0.0001609003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729956,0.0002530754,0.000140825,0.009903084,0.001319254,0.0003389713,0.000001506353,0.00006895744,0.01497868],"genre_scores_gemma":[0.9967521,0.00005234572,0.00176636,0.0004811872,0.0001820786,0.0001692906,0.00001433938,0.00001589385,0.0005664257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04298024,"threshold_uncertainty_score":0.9875823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963959020","doi":"","title":"3D printing & medical education: developing simulated vaginal models for pediatric gynecology training","year":2018,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Training (meteorology); Medicine; Gynecology; Medical education; Obstetrics; Medical physics; Geography","authors":[{"name":"Nicole Ralph","is_ca":true},{"name":"Jacob Buote","is_ca":true},{"name":"Christine Goudie","is_ca":true},{"name":"Adam Dubrowski","is_ca":true},{"name":"Deanna Murphy","is_ca":true},{"name":"Sean M. Murphy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02686008666512438,"gpt":0.3195761307945005,"spread":0.2927160441293761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001881943,0.0003367003,0.0004301083,0.0004805213,0.0003834717,0.00008528555,0.0008292398,0.001093576,0.000887361],"category_scores_gemma":[0.01659701,0.0003402849,0.00009580913,0.0009516677,0.0003242939,0.0007125569,0.0001343967,0.001264342,0.00006972848],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837412,"about_ca_system_score_gemma":0.006249635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005126597,"about_ca_topic_score_gemma":0.0000115648,"domain_scores_codex":[0.9966261,0.00002237422,0.0008186614,0.0005724751,0.0009786792,0.0009816537],"domain_scores_gemma":[0.9976134,0.0002726218,0.0001505866,0.0001774847,0.0008375537,0.0009483887],"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":[0.00003362486,0.0003201377,0.00889784,0.0005983958,0.00008293788,0.00000250174,0.002194415,0.00001161315,0.00002214005,0.1439289,0.01807192,0.8258355],"study_design_scores_gemma":[0.002524499,0.0003895893,0.002156017,0.001044895,0.0001843648,0.0004166121,0.005074455,0.1654812,0.000711803,0.1289379,0.691512,0.001566603],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8598497,0.002402089,0.07389642,0.03721147,0.007627741,0.001300496,0.000003283078,0.002312752,0.01539607],"genre_scores_gemma":[0.9712262,0.0003515707,0.0176204,0.007849055,0.002314482,0.0003237358,0.00003147651,0.00008304455,0.0002000051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8242689,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803224964","doi":"","title":"Student engagement in the medical school: an oxymoron or a zeitgeist?","year":2017,"lang":"en","type":"article","venue":"Medical Education Scholarship Forum Proceedings","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Oxymoron; Zeitgeist; Medical school; Student engagement; Medical education; Psychology; Mathematics education; Pedagogy; Medicine; Philosophy; Epistemology; Linguistics","authors":[{"name":"Iain Robbé","is_ca":true},{"name":"Elizabeth Faour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06248643978421748,"gpt":0.451956729765132,"spread":0.3894702899809145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01240767,0.0003370837,0.0004382669,0.0004137054,0.001106882,0.0007024757,0.002365579,0.0005852007,0.00693702],"category_scores_gemma":[0.0981104,0.0002182443,0.00009807614,0.0006557663,0.0005419389,0.001411895,0.0002837722,0.00313174,0.0002144072],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930534,"about_ca_system_score_gemma":0.007365496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151747,"about_ca_topic_score_gemma":0.0001026581,"domain_scores_codex":[0.9923471,0.0001416398,0.001062538,0.0007391312,0.004965189,0.0007444198],"domain_scores_gemma":[0.9961712,0.0001166334,0.0004531606,0.00108497,0.0008995326,0.001274493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003999117,0.00669504,0.6370965,0.0003198805,0.00006268601,0.000080679,0.00609004,4.328756e-8,0.00005832692,0.02239161,0.0702674,0.2565379],"study_design_scores_gemma":[0.002677853,0.0006834611,0.816248,0.001360433,0.00008966298,0.0006151757,0.02211311,0.0002064113,0.00007178201,0.001865399,0.1537001,0.0003686234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7758687,0.0001023116,0.00003687921,0.2106611,0.001511377,0.001008744,7.58057e-7,0.00008947625,0.01072068],"genre_scores_gemma":[0.9293195,0.0001171085,0.001789255,0.06499564,0.001645205,0.0008081516,0.00006032269,0.00004860153,0.001216235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561693,"threshold_uncertainty_score":0.9991681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}