{"id":"W1972580363","doi":"10.12927/hcpol.2011.22659","title":"The Sorcerer's Apprentices","year":2011,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009041959,0.0003169808,0.0002550707,0.0001893637,0.001494621,0.0002771946,0.000570907,0.000338557,0.0003360153],"category_scores_gemma":[0.0006680948,0.0002799298,0.0001537663,0.0006167116,0.0006772606,0.0004949721,0.0000188923,0.0008538999,0.001339965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005356742,"about_ca_system_score_gemma":0.001296536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1046586,"about_ca_topic_score_gemma":0.00531745,"domain_scores_codex":[0.9959699,0.001316482,0.0005400537,0.0004538557,0.0003841639,0.001335526],"domain_scores_gemma":[0.9972445,0.0006800166,0.000406306,0.0009022257,0.0002542946,0.0005126955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003180341,0.0004393588,0.00500196,0.0008291842,0.0000750719,0.000004520642,0.1538145,4.157904e-7,0.00001121561,0.3376577,0.06138432,0.4404638],"study_design_scores_gemma":[0.0003332022,0.0003046558,0.0184811,0.0004548612,0.0001276247,0.0001094368,0.04884082,0.00004236579,0.0004110698,0.04193176,0.8885923,0.000370774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008681453,0.07599716,0.00003961209,0.8400607,0.02327263,0.0005531111,0.00002202356,0.0001632201,0.05121006],"genre_scores_gemma":[0.9293283,0.003255345,0.0007543911,0.01243874,0.0122399,0.00005364344,0.00001775283,0.0001304104,0.04178157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9206468,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088743904395847,"score_gpt":0.3932434897117829,"score_spread":0.2843690992721981,"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."}}