{"id":"W2413403520","doi":"10.7748/ns.29.32.66.s49","title":"Student life - Ask us what we think","year":2015,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"","keywords":"Ask price; Student life; Psychology; Computer science; Library science; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0005426471,0.0002329365,0.0002819912,0.0001854589,0.0002271162,0.0006960168,0.0002880759,0.00009648551,0.0001164743],"category_scores_gemma":[0.0001274126,0.0002291743,0.00008603024,0.0002746253,0.000148058,0.0005978491,0.00002806068,0.0002271812,0.0001874235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136745,"about_ca_system_score_gemma":0.0001535755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002554503,"about_ca_topic_score_gemma":0.00001142224,"domain_scores_codex":[0.9977711,0.000137933,0.000315599,0.0004063568,0.0008967679,0.0004722834],"domain_scores_gemma":[0.9986441,0.00004126912,0.0001243686,0.0005256372,0.0002179268,0.0004467008],"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":[0.0004436846,0.0003635966,0.0003701591,0.00002104819,0.00003461014,0.000005211847,0.02873294,0.0000815223,0.00005256566,0.001542334,0.7019165,0.2664359],"study_design_scores_gemma":[0.002180544,0.000716055,0.00339343,0.001287399,0.0001575398,0.00001232126,0.0515849,0.00008919679,0.000974577,0.007997639,0.9311422,0.0004642298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3754461,0.01472166,0.003240223,0.3022037,0.2134871,0.001868412,0.00003020109,0.001816645,0.08718588],"genre_scores_gemma":[0.9825698,0.0001517622,0.002901489,0.006315582,0.001279948,0.00002252546,0.000032214,0.0001074063,0.00661931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6071237,"threshold_uncertainty_score":0.9345455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756191998906295,"score_gpt":0.3598966417476063,"score_spread":0.3223347217585433,"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."}}