{"id":"W6905133764","doi":"10.15139/s3/k03yhd","title":"Toronto Couples Study, 2017","year":2019,"lang":"en","type":"dataset","venue":"UNC Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Session (web analytics); Interview; Online forum; Data collection; Work (physics); Protocol (science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008615726,0.0008519122,0.00094874,0.0001775941,0.0001617489,0.0002319765,0.002958385,0.0004347713,0.04949215],"category_scores_gemma":[0.0003673536,0.0008164595,0.0001644056,0.0001426849,0.0001402717,0.0009173717,0.001798396,0.0005836976,0.7206488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009172109,"about_ca_system_score_gemma":0.0003920257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02993302,"about_ca_topic_score_gemma":0.08440334,"domain_scores_codex":[0.99581,0.0002095608,0.0005726919,0.00135585,0.001301106,0.0007507397],"domain_scores_gemma":[0.9916864,0.0001417943,0.0005786406,0.007175996,0.0001501625,0.0002670172],"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":[0.0001345252,0.0009460131,0.00006084031,0.0001097068,0.0003808163,0.0003494434,0.00006221695,0.000005066487,0.0000084817,0.000005942636,0.9979022,0.00003476626],"study_design_scores_gemma":[0.001620583,0.0002730381,0.0001588987,0.00008376273,0.0007360923,0.00001688834,0.001153987,0.00001297927,0.000001197959,0.000003489637,0.9950341,0.0009049957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006323442,0.00009912426,6.295514e-7,0.000001730319,0.002339434,0.001748137,0.9946591,0.000151483,0.0009371667],"genre_scores_gemma":[0.000008093614,0.0002612457,0.00005622224,0.0001112554,0.0005809856,0.00005194242,0.9956753,0.0001584415,0.00309657],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6711566,"threshold_uncertainty_score":0.9994286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627400495237408,"score_gpt":0.3216858278144671,"score_spread":0.275411822862093,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}