{"id":"W153822918","doi":"10.1007/978-94-6091-973-2_3","title":"Teachers’ and other Professionals’ Learning Practices","year":2012,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Legitimacy; Informal learning; Formal learning; Formal education; Professional development; Continuing professional development; Continuing education; Workplace learning; Psychology; Medical education; Public relations; Pedagogy; Political science; Medicine; Engineering; Work (physics)","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":[0.001236421,0.0001246234,0.00018758,0.00301992,0.001391218,0.003040981,0.0004244731,0.0005495077,0.0101502],"category_scores_gemma":[0.006708129,0.0001223957,0.0001370205,0.001740082,0.001210733,0.002248988,0.00139072,0.0004740565,0.001314117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311856,"about_ca_system_score_gemma":0.000590628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073496,"about_ca_topic_score_gemma":0.005721649,"domain_scores_codex":[0.998549,0.0004628384,0.00007471913,0.0002556043,0.000486487,0.0001712809],"domain_scores_gemma":[0.9963793,0.002059858,0.000459239,0.0002276362,0.0004294355,0.0004446123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001500641,0.0002922919,0.09978948,0.0003242682,0.0000167775,0.0009346026,0.6580005,0.0001720298,0.001634841,0.02047497,0.005445615,0.2127645],"study_design_scores_gemma":[0.00003205788,0.000274373,0.2749391,0.0005721705,0.00001939305,0.003017526,0.5151702,0.0004361633,0.001711422,0.007128011,0.1966379,0.00006158703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659855,0.002142093,0.0005523497,0.0007959811,0.00004703523,0.00002460821,0.0001517005,0.00002798746,0.1302727],"genre_scores_gemma":[0.9577826,0.00138224,0.0003467755,0.0001125843,0.00002571487,0.00002179742,0.0001049703,0.00001607232,0.04020718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101502,"threshold_uncertainty_score":0.03395575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259285557541785,"score_gpt":0.4037130757180943,"score_spread":0.2777845199639158,"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."}}