{"id":"W1926853064","doi":"10.1007/s10833-008-9097-3","title":"Considering the ethical potential of professional communities","year":2008,"lang":"en","type":"article","venue":"Journal of Educational Change","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Ethical issues; Engineering ethics; 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":[],"consensus_categories":[],"category_scores_codex":[0.07513735,0.0004808978,0.0008212564,0.001851453,0.02670817,0.02195019,0.003318574,0.04244495,0.005689729],"category_scores_gemma":[0.1525279,0.0005299541,0.0008957731,0.0007859351,0.08946911,0.01587966,0.01458735,0.0304144,0.0005587642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007386997,"about_ca_system_score_gemma":0.02986944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005744728,"about_ca_topic_score_gemma":0.01146334,"domain_scores_codex":[0.9155626,0.06169206,0.001576416,0.003411859,0.01041924,0.007337738],"domain_scores_gemma":[0.7970411,0.152811,0.00712521,0.008300785,0.01817883,0.01654307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002250748,0.000068111,0.001256788,0.00004976074,0.00002025626,0.0007127119,0.01915583,0.0003025968,0.0001208993,0.948481,0.02024985,0.009559682],"study_design_scores_gemma":[0.00003593592,0.00002820463,0.0004090653,0.0002585468,0.00001719589,0.0004710143,0.02342248,0.0006666514,0.000189937,0.9112281,0.06324893,0.00002393575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0313193,0.001973588,0.008412585,0.8511025,0.001907385,0.00006073523,0.0000106275,0.00001769543,0.1051956],"genre_scores_gemma":[0.9118841,0.0007303167,0.004000898,0.07209431,0.002155636,0.0001125105,0.000007664211,0.00003798609,0.008976558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07513735,"threshold_uncertainty_score":0.3973691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2463512642464355,"score_gpt":0.4575197047618218,"score_spread":0.2111684405153863,"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."}}