{"id":"W2734882600","doi":"10.1097/nne.0000000000000423","title":"Process Matters","year":2017,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Process (computing); Nurse educator; Nursing process; Psychology; Critical thinking; Medical education; Nursing; Nurse education; Engineering ethics; Medicine; Pedagogy; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01750835,0.0009395754,0.001161991,0.001695025,0.005095316,0.01399087,0.003114254,0.007884342,0.364172],"category_scores_gemma":[0.1008754,0.0006534726,0.001206273,0.002227646,0.004576742,0.009077781,0.00787749,0.008453214,0.259651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004563661,"about_ca_system_score_gemma":0.01767642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629302,"about_ca_topic_score_gemma":0.003665042,"domain_scores_codex":[0.973305,0.007788485,0.002265813,0.00481321,0.009326695,0.002500796],"domain_scores_gemma":[0.9316494,0.01264159,0.003051199,0.01741342,0.026607,0.00863745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006095014,0.0000489355,0.0004517534,0.0004616613,0.00001557464,0.0001894223,0.001708709,0.00002978375,0.0002714127,0.05002164,0.8485963,0.0981439],"study_design_scores_gemma":[0.000006441968,0.000009007712,0.0001356778,0.0002203722,0.000003348151,0.0001114439,0.0003654966,0.00001484726,0.00008052211,0.003229846,0.9958187,0.000004301946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00169864,0.005830882,0.006734455,0.1887463,0.07874565,0.001245199,0.002407644,0.002017899,0.7125734],"genre_scores_gemma":[0.02139601,0.003933854,0.004764138,0.09010369,0.01012126,0.001405216,0.001692985,0.001683115,0.8648998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.364172,"threshold_uncertainty_score":0.9069315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329742337726953,"score_gpt":0.3723073207417789,"score_spread":0.3393330869690835,"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."}}