{"id":"W2804174500","doi":"10.5430/jnep.v8n10p36","title":"Putting reflective practice into action: A case study","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Concordia University","funders":"McGill University Health Centre; McGill University","keywords":"Reflective practice; Interpersonal communication; Action (physics); Session (web analytics); Reflection (computer programming); Psychology; Nursing; Medical education; Professional development; Medicine; Pedagogy; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007716731,0.0001172904,0.000159545,0.0002943474,0.002336641,0.0003759587,0.0001438655,0.00009112776,0.00005725072],"category_scores_gemma":[0.040894,0.0001171766,0.00003847856,0.0007403582,0.0003263736,0.006374267,0.00002126448,0.0005329128,0.00001382971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009561185,"about_ca_system_score_gemma":0.002319701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468589,"about_ca_topic_score_gemma":0.0003127651,"domain_scores_codex":[0.9950965,0.003490725,0.0004454047,0.0002169283,0.0005575201,0.0001929301],"domain_scores_gemma":[0.989283,0.00469531,0.001754578,0.0001703046,0.003887754,0.0002090265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003175509,0.003466012,0.000312832,0.000004369777,0.00007955899,0.00005779443,0.5002727,6.259107e-7,0.0001401384,0.001051789,0.002731384,0.4915652],"study_design_scores_gemma":[0.0002092629,0.000661979,0.00039082,0.00007070062,0.0003294943,0.02099477,0.6771642,0.000003885846,0.0000370729,0.003741011,0.2963082,0.00008855093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3855782,0.00118504,0.002110235,0.1027019,0.0135771,0.0006089338,1.866311e-7,0.0000420598,0.4941963],"genre_scores_gemma":[0.9022497,0.0002565382,0.09149497,0.001100902,0.004405417,0.000007450467,1.902746e-7,0.00001462654,0.0004702212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5166715,"threshold_uncertainty_score":0.9989622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193160595366044,"score_gpt":0.6092556081761236,"score_spread":0.4160950128100796,"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."}}