{"id":"W2418119275","doi":"10.7748/ns.29.16.66.s52","title":"Student life - Guiding star or reluctant mentor","year":2014,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Athletic Training and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Queensway-Carleton Hospital","funders":"Canadian Institutes of Health Research","keywords":"Student life; Star (game theory); Psychology; Astronomy; Medical education; Computer science; Medicine; Physics; Astrophysics; Library science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001422038,0.000140999,0.0002514923,0.0000710578,0.0009809659,0.00002400027,0.0001509489,0.0001230795,0.0008461413],"category_scores_gemma":[0.0008607582,0.0001098032,0.00003931902,0.0001375682,0.00006853836,0.00006402664,0.00002131755,0.0002538703,0.0001495371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006395211,"about_ca_system_score_gemma":0.0006078387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002610686,"about_ca_topic_score_gemma":0.000007533621,"domain_scores_codex":[0.9979811,0.000334256,0.0004399015,0.0002705378,0.0004418806,0.000532373],"domain_scores_gemma":[0.9988124,0.0002986189,0.0001707418,0.0003262747,0.000155418,0.0002365872],"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":[0.001361878,0.0003328725,0.02004937,0.000257938,0.0001029287,0.000005048532,0.2700445,0.00002331892,0.001237925,0.0293274,0.5585502,0.1187066],"study_design_scores_gemma":[0.002272547,0.0007485495,0.03237115,0.002619653,0.0001020931,0.000002565959,0.06645165,0.0002217007,0.0001094569,0.001828272,0.8928808,0.0003915691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939274,0.0002636885,0.01048581,0.01419099,0.008288511,0.0007054916,0.00003377009,0.000469498,0.07163484],"genre_scores_gemma":[0.9867771,0.00002375372,0.005369805,0.001354894,0.001392621,0.00004524591,0.00001442747,0.00004380725,0.0049783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3343306,"threshold_uncertainty_score":0.9264653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394850893365908,"score_gpt":0.4914462081027431,"score_spread":0.3519611187661522,"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."}}