{"id":"W2904661502","doi":"10.5206/tips.v8i1.6216","title":"Reflective Practice for Professional Development Among Nursing Instructors","year":2018,"lang":"en","type":"article","venue":"Teaching Innovation Projects","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflective practice; Feeling; Reflection (computer programming); Action (physics); Psychology; Professional development; Health professionals; Medical education; Nursing; Action research; Action plan; Medicine; Pedagogy; Health care; 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":[0.08077513,0.001318438,0.001297336,0.003352824,0.005020254,0.01343306,0.003346582,0.006493066,0.01224735],"category_scores_gemma":[0.1826247,0.001154481,0.001185667,0.002282039,0.01639943,0.009024223,0.01463059,0.01227816,0.009094907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005257744,"about_ca_system_score_gemma":0.02218494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031662,"about_ca_topic_score_gemma":0.001719472,"domain_scores_codex":[0.8466894,0.114066,0.009259055,0.006660562,0.02094104,0.002384026],"domain_scores_gemma":[0.7661197,0.155242,0.01028943,0.03346438,0.02565009,0.009234413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009028472,0.0005351415,0.001302095,0.003283888,0.00007806177,0.000449719,0.1094271,0.0007034201,0.003194874,0.2546035,0.09439672,0.5319352],"study_design_scores_gemma":[0.0001336137,0.0001909302,0.002057983,0.008388395,0.00004068,0.001387969,0.01700904,0.001156091,0.002098495,0.1643831,0.8030259,0.0001278002],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01004074,0.01266951,0.5694284,0.07497882,0.006833739,0.004913139,0.0001737882,0.002740926,0.318221],"genre_scores_gemma":[0.141231,0.006780204,0.7906474,0.01579239,0.001569252,0.01051086,0.0002076093,0.001033124,0.03222823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08077513,"threshold_uncertainty_score":0.4271848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07600457038381223,"score_gpt":0.4882519078964991,"score_spread":0.4122473375126869,"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."}}