{"id":"W2090409416","doi":"10.1136/bmj.e2056","title":"Robert Andrew Fay","year":2012,"lang":"de","type":"article","venue":"BMJ","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"House officer; Officer; Management; Psychology; Gerontology; Art; History; Medicine; Family medicine; Archaeology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001905931,0.0004878262,0.0003789564,0.0009364559,0.00235019,0.003405893,0.0006225203,0.002978048,0.06543186],"category_scores_gemma":[0.01320026,0.0002551672,0.0003081494,0.0004209418,0.001435067,0.002020169,0.00188434,0.005681957,0.02894354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251331,"about_ca_system_score_gemma":0.004188005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009556425,"about_ca_topic_score_gemma":0.01151253,"domain_scores_codex":[0.9981592,0.0003673334,0.00006036723,0.0002852048,0.0008284098,0.0002995144],"domain_scores_gemma":[0.9950276,0.0006931273,0.0002405172,0.000261514,0.001696142,0.002081107],"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":[0.000007746929,0.00000545456,0.0001073334,0.00001952171,0.000002016662,0.00004877823,0.00004643846,0.00001518788,0.0000307899,0.005216463,0.9779574,0.01654276],"study_design_scores_gemma":[0.000001919396,0.000005370906,0.0001362647,0.00005946851,0.000001000197,0.0001862162,0.00007514659,0.00001112802,0.00003654038,0.0008611318,0.9986219,0.000003975265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001431984,0.06090555,0.001502288,0.6197668,0.08156382,0.00004271057,0.0001984916,0.0003677305,0.2342207],"genre_scores_gemma":[0.02644027,0.04461386,0.001025117,0.1384384,0.01584974,0.00004856834,0.0001769129,0.0002537452,0.7731533],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06543186,"threshold_uncertainty_score":0.2188914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383689289635768,"score_gpt":0.3469187177272662,"score_spread":0.3130818248309085,"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."}}