{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006412328,0.0002914381,0.0003216097,0.0005336374,0.004274949,0.003870845,0.001009617,0.001914636,0.009291607],"category_scores_gemma":[0.03610488,0.0002380494,0.0006018792,0.000402708,0.002691061,0.001480192,0.00292533,0.004530948,0.00162892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081135,"about_ca_system_score_gemma":0.003478907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553933,"about_ca_topic_score_gemma":0.01471156,"domain_scores_codex":[0.9945135,0.003162494,0.0001457515,0.0002599019,0.00123562,0.0006828632],"domain_scores_gemma":[0.9485037,0.01181103,0.007081493,0.001780476,0.005084137,0.02573922],"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":[0.002701406,0.01279732,0.5496932,0.0005668057,0.0003097093,0.001972388,0.1055815,0.0004449855,0.006070423,0.01244399,0.1159697,0.1914485],"study_design_scores_gemma":[0.0003874345,0.00867278,0.3700922,0.0004540536,0.0001563316,0.001590409,0.4733683,0.001336502,0.004686404,0.005623433,0.133318,0.0003141613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9526052,0.0003580449,0.0007299263,0.02248001,0.0006729977,0.00009165744,0.00005677479,0.00005971725,0.02294572],"genre_scores_gemma":[0.9839611,0.0002838523,0.0005472644,0.005452967,0.00006391353,0.0000635973,0.00003731846,0.00002896022,0.009561068],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009291607,"threshold_uncertainty_score":0.03391206,"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."}}