{"id":"W4250691182","doi":"10.12927/cjnl.2015.24145","title":"Reflection I","year":2014,"lang":"en","type":"article","venue":"Nursing leadership","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Psychology; Nursing; 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":[0.005771821,0.0009712013,0.000664612,0.001421786,0.007233661,0.01582032,0.001992077,0.004414244,0.1267353],"category_scores_gemma":[0.03333145,0.0004636119,0.001064249,0.001130059,0.006556055,0.006907252,0.01277398,0.01524285,0.06258792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710378,"about_ca_system_score_gemma":0.01048534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894672,"about_ca_topic_score_gemma":0.002646692,"domain_scores_codex":[0.9880738,0.004701727,0.0004366184,0.001266276,0.003630094,0.001891455],"domain_scores_gemma":[0.984708,0.00251896,0.000707942,0.002888555,0.004768238,0.00440838],"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":[0.00004896932,0.000104531,0.0005144856,0.0001656998,0.00001178692,0.0001759163,0.009231999,0.00003908642,0.0005079696,0.1130512,0.8146846,0.06146362],"study_design_scores_gemma":[0.000008767942,0.00002632976,0.0003446373,0.0002206865,0.000005615138,0.0001840514,0.007738804,0.00002828983,0.0002757067,0.01249457,0.9786597,0.00001285453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00280289,0.001572991,0.003296783,0.09798816,0.03350968,0.0001716705,0.000133285,0.0003890595,0.8601354],"genre_scores_gemma":[0.05071902,0.00172799,0.002356439,0.06373575,0.007548372,0.0003337806,0.0002648798,0.0005638431,0.8727499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1267353,"threshold_uncertainty_score":0.4239719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.369199250471374,"score_gpt":0.3495731998954628,"score_spread":0.01962605057591121,"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."}}