{"id":"W2416323198","doi":"10.7748/ns.21.5.61.s56","title":"Student life - Plotting your pathway","year":2006,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Student life; Psychology; Medical education; Mathematics education; Computer science; Medicine; Library science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008427591,0.0002268419,0.0004033152,0.00009162479,0.001504,0.00002983929,0.0002277107,0.0002346921,0.0005007611],"category_scores_gemma":[0.0001633531,0.0002114337,0.00007380363,0.0002846617,0.00009338777,0.000113998,0.00004925744,0.0006422439,0.0003617889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012038,"about_ca_system_score_gemma":0.0005849781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004098448,"about_ca_topic_score_gemma":0.000117506,"domain_scores_codex":[0.9966046,0.0003769625,0.0007866233,0.0003770678,0.0007315431,0.001123228],"domain_scores_gemma":[0.9985542,0.000231396,0.0002857007,0.0003874646,0.0002640673,0.0002772251],"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":[0.0007066273,0.0004835572,0.3604065,0.0004936849,0.00004386624,0.0000658249,0.02515937,0.0003005823,0.0004260032,0.08097095,0.4829122,0.04803073],"study_design_scores_gemma":[0.003399325,0.0004532452,0.1069694,0.006561887,0.00005930229,0.000004927068,0.03406699,0.0001053311,0.0002433877,0.01032811,0.8371192,0.000688855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.752996,0.001775314,0.001121918,0.004945999,0.003339632,0.001044854,0.00009350052,0.0007421643,0.2339406],"genre_scores_gemma":[0.98939,0.0000185895,0.00231041,0.001189186,0.001576445,0.00005063039,0.00002831802,0.00006491232,0.005371537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542069,"threshold_uncertainty_score":0.9997959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04903000964390947,"score_gpt":0.4603506805669401,"score_spread":0.4113206709230306,"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."}}