{"id":"W3214221242","doi":"10.1093/pch/18.suppl_a.44a","title":"Are Mock Codes Stressful and do They Represent Reality? Should They?","year":2013,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Psychology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06222564,0.0004866187,0.001024196,0.002439198,0.01271615,0.01355183,0.002687271,0.005803008,0.003573715],"category_scores_gemma":[0.3997579,0.001245726,0.0007415158,0.002656849,0.04140036,0.01860215,0.01230486,0.009122352,0.0006616827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007856633,"about_ca_system_score_gemma":0.01957266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02083782,"about_ca_topic_score_gemma":0.03039593,"domain_scores_codex":[0.8226494,0.1486457,0.005633189,0.00261095,0.01634493,0.004115811],"domain_scores_gemma":[0.7015103,0.1681149,0.03951609,0.02631167,0.04780356,0.01674345],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001317402,0.00006668283,0.02176555,0.000597268,0.0000543672,0.0005823248,0.8167168,0.00008487708,0.0004586408,0.110517,0.02247958,0.02654512],"study_design_scores_gemma":[0.00001408188,0.00002178217,0.006358262,0.001602488,0.000017793,0.0004606075,0.9109499,0.0001494849,0.0002074901,0.04921456,0.03091675,0.00008683212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3269089,0.008243731,0.02628812,0.5867293,0.007957748,0.000495289,0.0006268086,0.0001694244,0.04258065],"genre_scores_gemma":[0.9649957,0.002529029,0.008965902,0.01958055,0.0003314869,0.0009105831,0.000231679,0.000157129,0.002297824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9377744,"threshold_uncertainty_score":0.3290846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334346620635646,"score_gpt":0.4501768231927434,"score_spread":0.3167421611291788,"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."}}