{"id":"W2904769254","doi":"10.1177/2380084418814533","title":"Introduction to Guest Editorial","year":2018,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.08603472,0.00008513815,0.0001967444,0.0002198965,0.001429141,0.0001696883,0.000467171,0.0003561557,0.001519365],"category_scores_gemma":[0.0517357,0.00007845782,0.0001284165,0.001296055,0.003826477,0.0002589041,0.00006127647,0.001465351,0.002611714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009653353,"about_ca_system_score_gemma":0.001518797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047273,"about_ca_topic_score_gemma":0.002017064,"domain_scores_codex":[0.9848033,0.009445718,0.0005457625,0.000538251,0.003925456,0.0007415618],"domain_scores_gemma":[0.9801552,0.01502103,0.00003913503,0.000276875,0.003811433,0.0006963797],"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":[0.0004742251,0.0001860532,0.001253472,0.000008668638,0.00002429288,0.000001127421,0.007886101,0.000001095996,0.0002037639,0.2194187,0.7450899,0.02545257],"study_design_scores_gemma":[0.0002613814,0.0003867677,0.003298332,0.00001093075,0.000002432301,8.024241e-8,0.0007661627,0.00001777821,0.00003113043,0.05711576,0.9380189,0.00009030048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01491272,0.0000740648,0.01490384,0.7629483,0.0970257,0.001359646,0.00004983803,0.0001365567,0.1085894],"genre_scores_gemma":[0.06480426,0.0001498892,0.01748195,0.0003502786,0.9085076,0.00005742705,0.00001776918,0.00002219893,0.008608645],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8114819,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6775690243504995,"score_gpt":0.7414222059339922,"score_spread":0.06385318158349274,"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."}}