{"id":"W2223924186","doi":"","title":"Continuing [My] Education","year":2010,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Continuing education; Medical education; Political science; Pedagogy; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005922302,0.0001198114,0.0001340527,0.0001021632,0.0004370243,0.00008745743,0.0003052498,0.0001154479,0.01004461],"category_scores_gemma":[0.0002282311,0.0001234484,0.0001071966,0.0002646587,0.0001210069,0.0002055358,0.00004500945,0.0001725167,0.001737163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000642758,"about_ca_system_score_gemma":0.0005142055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357462,"about_ca_topic_score_gemma":0.001884121,"domain_scores_codex":[0.9986927,0.00008425405,0.000264938,0.0002446744,0.0003580382,0.0003553752],"domain_scores_gemma":[0.9989556,0.00004462717,0.000142747,0.000283021,0.0002325808,0.0003413896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005898465,0.0002822291,0.4332208,0.00002235466,0.00003437112,9.754298e-7,0.08227874,4.374152e-7,0.008236974,0.3592292,0.09775332,0.01893467],"study_design_scores_gemma":[0.0001047831,0.000008053843,0.02604546,0.0000124896,0.00001164987,8.655009e-7,0.01044357,0.000002630534,0.0005072817,0.0006541875,0.9620407,0.0001683598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232111,0.0001469278,0.00001688514,0.001711053,0.01768298,0.0003003123,0.000008330337,0.00009906185,0.05682333],"genre_scores_gemma":[0.9672111,0.0001120532,0.0001619444,0.0004888297,0.002078442,0.00005500166,0.00001602668,0.00001355501,0.02986311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8642874,"threshold_uncertainty_score":0.9992526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326010168735491,"score_gpt":0.340846097174217,"score_spread":0.3175859954868621,"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."}}