{"id":"W4205501207","doi":"10.46692/9781447352570.016","title":"Rural practitioner vignette","year":2021,"lang":"fr","type":"other","venue":"","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vignette; Geography; Medicine; Psychology; Social psychology","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":[0.0006455077,0.0004915815,0.0004516119,0.000550756,0.003662755,0.001628999,0.001184333,0.00308232,0.4486271],"category_scores_gemma":[0.004870095,0.0003402785,0.0003602825,0.0006684924,0.0007145092,0.001691359,0.003209621,0.003945748,0.1035838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968693,"about_ca_system_score_gemma":0.003312879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007499564,"about_ca_topic_score_gemma":0.02319475,"domain_scores_codex":[0.9994776,0.0001780966,0.00002536704,0.0001007829,0.00006023657,0.0001578935],"domain_scores_gemma":[0.9980083,0.0002713561,0.0000493562,0.00004012783,0.0004323444,0.001198537],"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":[0.00001937479,0.00005217045,0.000357506,0.00006573438,8.933516e-7,0.002644977,0.0003762523,0.00004171344,0.00004834992,0.001225343,0.9798694,0.01529831],"study_design_scores_gemma":[0.00001490667,0.00003294381,0.0005942219,0.0001417766,0.000001265596,0.00380014,0.001839348,0.00005589253,0.00002315328,0.001017043,0.99247,0.000009357715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01458612,0.008964345,0.00345348,0.2814867,0.04334723,0.001004222,0.002928465,0.0008760536,0.6433533],"genre_scores_gemma":[0.04455451,0.007078919,0.002126147,0.1711557,0.007027841,0.0006903214,0.001405103,0.0005443403,0.7654171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4486271,"threshold_uncertainty_score":0.7864666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07171550488462788,"score_gpt":0.5041361245488906,"score_spread":0.4324206196642627,"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."}}