{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002015576,0.0005944844,0.0002857513,0.0007441246,0.005286607,0.008757773,0.0009804859,0.002188485,0.2332706],"category_scores_gemma":[0.01772421,0.0002694244,0.0005194509,0.0007642654,0.001487796,0.006341824,0.007811963,0.006012859,0.1038935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223676,"about_ca_system_score_gemma":0.004804269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192201,"about_ca_topic_score_gemma":0.008533225,"domain_scores_codex":[0.9983034,0.0006511223,0.00005608503,0.0001413559,0.0005093635,0.0003386938],"domain_scores_gemma":[0.9889547,0.0007403699,0.0002560338,0.0008170157,0.002492898,0.006738979],"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":[0.0000326027,0.00007951329,0.0007805374,0.00002845049,0.000003053121,0.00007973411,0.001167027,0.00009111706,0.00009610718,0.01070552,0.928754,0.0581823],"study_design_scores_gemma":[0.00001309351,0.0000518097,0.0004423665,0.00009812206,0.000002324298,0.00008746821,0.003129024,0.0001626593,0.0001382387,0.005901473,0.9899546,0.0000187751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01197708,0.001080546,0.02012279,0.2190663,0.04465684,0.0003200101,0.001176381,0.008304084,0.6932959],"genre_scores_gemma":[0.09482215,0.001822127,0.02309907,0.02840295,0.003236379,0.0002651883,0.0009450517,0.003584652,0.8438223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2332706,"threshold_uncertainty_score":0.780368,"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."}}