{"id":"W3171048676","doi":"10.37119/ojs2021.v26i2.476","title":"Conduct Unbecoming? Teacher Professionalism, Ethical Codes, and Shifting Social Expectations","year":2021,"lang":"en","type":"article","venue":"in education","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Proclamation; Ethical code; Code of conduct; Tone (literature); Professional conduct; Government (linguistics); Political science; Code (set theory); Legal ethics; Sociology; Public relations; Pedagogy; Psychology; Engineering ethics; Law; Engineering; Computer science; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006441213,0.00006638312,0.00009617455,0.00006864886,0.0004835069,0.00009995579,0.00008623795,0.0002269857,0.0002944408],"category_scores_gemma":[0.001549221,0.00007574412,0.00001937951,0.0003698756,0.0001479802,0.0002253672,0.00002770669,0.000405811,0.00001888508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388534,"about_ca_system_score_gemma":0.002008133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372145,"about_ca_topic_score_gemma":0.003857213,"domain_scores_codex":[0.9986054,0.0005831759,0.0001899818,0.0002146306,0.0002306696,0.0001760875],"domain_scores_gemma":[0.9993318,0.0002684046,0.00007389883,0.00008428308,0.0001919561,0.00004960398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004296687,0.0004809975,0.03137161,0.00002193515,0.000007525455,0.000001308573,0.7656463,9.506747e-7,0.0006254565,0.1681868,0.01145224,0.02220057],"study_design_scores_gemma":[0.0002673258,0.000007748929,0.09914894,0.0001127452,0.00002157314,0.000003629858,0.6636944,0.00003126147,0.0004262975,0.03842168,0.1975649,0.0002994913],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127529,0.0007650244,0.00001158654,0.0651784,0.001658066,0.0001554372,0.000001459468,0.00003564135,0.01944145],"genre_scores_gemma":[0.9923032,0.00002048695,0.001657331,0.0006975437,0.0007886825,0.00007698152,0.00004485362,0.000009141004,0.004401791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1861127,"threshold_uncertainty_score":0.3718793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08350727615193626,"score_gpt":0.4729143754830742,"score_spread":0.389407099331138,"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."}}