{"id":"W4249770911","doi":"10.12968/sece.2009.10.1625","title":"And the winner is…","year":2009,"lang":"en","type":"article","venue":"SecEd","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Mathematics education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002864576,0.0008131283,0.0006133091,0.0009090838,0.007618473,0.01132559,0.00114712,0.004140719,0.2587954],"category_scores_gemma":[0.008186454,0.0005209456,0.001013988,0.0004847747,0.001466678,0.004689671,0.005635925,0.008964282,0.1822112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603295,"about_ca_system_score_gemma":0.003193237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009247824,"about_ca_topic_score_gemma":0.02901199,"domain_scores_codex":[0.9973979,0.0002680268,0.00008072814,0.0002217759,0.001306893,0.0007245826],"domain_scores_gemma":[0.9934007,0.0001866839,0.0001127871,0.0002377453,0.002132726,0.003929502],"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":[0.00001753,0.00001515338,0.0001511465,0.00001346459,0.000002364086,0.00003611479,0.00005260959,0.000005763138,0.00005684618,0.001575126,0.9888921,0.009181806],"study_design_scores_gemma":[0.000005960439,0.00002478696,0.0005250434,0.00002677277,0.000002332121,0.00005999707,0.0005514637,0.00001451379,0.00006515509,0.0005529435,0.9981597,0.00001128328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003903735,0.005219731,0.00178469,0.275611,0.2808129,0.0003076384,0.0009544925,0.001229245,0.4301766],"genre_scores_gemma":[0.006794774,0.0010711,0.000517148,0.02440753,0.004460165,0.000045571,0.000305491,0.0002483883,0.9621499],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2587954,"threshold_uncertainty_score":0.8657569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424440048052813,"score_gpt":0.4391898370061031,"score_spread":0.404945436525575,"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."}}