{"id":"W4242288737","doi":"10.12927/cjnl.2015.24142","title":"Reflection II","year":2014,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Reflection (computer programming); Sustainability; Nursing; Health care; Nurse education; Healthcare system; Psychology; Political science; Sociology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00889402,0.0008446412,0.0004513517,0.0009034554,0.004580928,0.01160273,0.001870777,0.005011347,0.0407594],"category_scores_gemma":[0.03361049,0.0003436065,0.001008391,0.0007321897,0.008985993,0.008140194,0.009264595,0.01390688,0.01615928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005192572,"about_ca_system_score_gemma":0.01008478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500589,"about_ca_topic_score_gemma":0.002377294,"domain_scores_codex":[0.9848953,0.007113825,0.0005422963,0.001831631,0.003898008,0.00171895],"domain_scores_gemma":[0.9869087,0.003838473,0.0006739018,0.002357355,0.004346721,0.001874779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009473581,0.0001382674,0.0008412946,0.0003321418,0.00001753978,0.0004357371,0.02417559,0.0002342778,0.001266502,0.4699273,0.4332857,0.06925093],"study_design_scores_gemma":[0.000008922497,0.00003999488,0.0003694467,0.0003902375,0.000005207991,0.0002926357,0.009421649,0.00009277554,0.0005920896,0.02749266,0.9612756,0.00001883627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007324753,0.002318223,0.01360338,0.1831263,0.02936264,0.0003494492,0.0001911788,0.000400954,0.7633231],"genre_scores_gemma":[0.1506976,0.003074739,0.009433239,0.1256169,0.004518361,0.0007555549,0.0003244984,0.0005908368,0.7049882],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0407594,"threshold_uncertainty_score":0.1363539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3173589224325831,"score_gpt":0.4922161085232873,"score_spread":0.1748571860907042,"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."}}