{"id":"W7100949073","doi":"","title":"Par","year":2016,"lang":"en","type":"article","venue":"","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007494493,0.0007449609,0.0006794241,0.00176876,0.003929408,0.005716497,0.001133175,0.001486899,0.4128416],"category_scores_gemma":[0.002189292,0.0003325792,0.0007950451,0.001833949,0.001384288,0.0009637558,0.002013293,0.00257505,0.1513304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01251455,"about_ca_system_score_gemma":0.01265715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7459084,"about_ca_topic_score_gemma":0.7552407,"domain_scores_codex":[0.9987047,0.0001026977,0.00005283683,0.0002085761,0.0004719344,0.0004592669],"domain_scores_gemma":[0.9985535,0.0001478327,0.00008047702,0.00009780989,0.0006501538,0.0004702972],"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":[0.0004261002,0.0002746788,0.01373294,0.0006523167,0.00008334097,0.001328136,0.002115332,0.0003962768,0.005449551,0.03731602,0.5602415,0.3779839],"study_design_scores_gemma":[0.00002448923,0.00001994419,0.01603235,0.000115443,0.000009776275,0.000275808,0.0005772559,0.0001447578,0.0004510777,0.0003455259,0.9819919,0.0000117148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02586102,0.0112904,0.001930996,0.01466672,0.005949465,0.0004113532,0.01214519,0.001344529,0.9264002],"genre_scores_gemma":[0.02671385,0.002718483,0.001024324,0.001044084,0.0003079784,0.00009486055,0.001828414,0.0001990657,0.9660689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7459084,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544825027056973,"score_gpt":0.4066814376260908,"score_spread":0.3712331873555211,"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."}}