{"id":"W7100536374","doi":"","title":"MARIE-LINE GILBERT","year":2015,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Perspective (graphical)","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":["insufficient_payload"],"category_scores_codex":[0.001595084,0.00108374,0.0008435843,0.001318316,0.002301413,0.003437215,0.001105935,0.003072998,0.3505758],"category_scores_gemma":[0.007515339,0.0003959274,0.0004384771,0.000561532,0.0008770399,0.001452147,0.002370122,0.002789886,0.1882026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558572,"about_ca_system_score_gemma":0.004128981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009419515,"about_ca_topic_score_gemma":0.01459757,"domain_scores_codex":[0.9982139,0.0004008153,0.00005675886,0.000553394,0.0005495299,0.0002255989],"domain_scores_gemma":[0.9948113,0.001355713,0.0003172261,0.0002381271,0.001399883,0.001877821],"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":[0.0003069487,0.0000644688,0.001449059,0.000344746,0.0000263258,0.0009114611,0.0005588701,0.0001708151,0.001125225,0.01189497,0.8381514,0.1449957],"study_design_scores_gemma":[0.000008516754,0.00001539641,0.0008332689,0.0001040488,0.0000027543,0.0004303057,0.000138519,0.00004829572,0.0001958883,0.0004785964,0.9977367,0.000007577935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008596952,0.09350073,0.007109901,0.2278868,0.06868957,0.0001769208,0.003735384,0.002607161,0.5876966],"genre_scores_gemma":[0.01710672,0.01032242,0.001684142,0.009960075,0.002202499,0.00005924635,0.0003664135,0.0004399539,0.9578586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6494242,"threshold_uncertainty_score":0.9263248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4387498074985003,"score_gpt":0.5811330098049475,"score_spread":0.1423832023064472,"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."}}