{"id":"W2089214531","doi":"10.1080/713698714","title":"Four Ages of Professionalism and Professional Learning","year":2000,"lang":"en","type":"article","venue":"Teachers and Teaching","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1165,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Professionalization; Postmodernism; Professional development; Pedagogy; Perception; Sociology; Psychology; Social science; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173777,0.00005555251,0.00008473183,0.00002713688,0.0008147537,0.00003425498,0.00005404602,0.00005493499,0.0004193702],"category_scores_gemma":[0.0002217565,0.00004594939,0.00001717873,0.0000233104,0.0001535277,0.0001869356,0.00001940536,0.0003826737,0.000002958236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033237,"about_ca_system_score_gemma":0.00006255451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004294204,"about_ca_topic_score_gemma":0.00009178716,"domain_scores_codex":[0.9990844,0.0004148195,0.0001026981,0.0001004618,0.0001678658,0.0001298307],"domain_scores_gemma":[0.9994753,0.0003512984,0.00006633763,0.00003685103,0.00001470746,0.0000554909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002001836,0.000107241,0.08615579,0.00003220526,0.00002918034,0.000001782801,0.3700302,0.000009438475,0.0002415386,0.1873436,0.002595756,0.3534333],"study_design_scores_gemma":[0.0002312052,0.00003550978,0.1157216,0.0001311253,0.00002138009,0.000005646749,0.06378007,0.00004738946,0.000006143831,0.005420484,0.8144457,0.0001537194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91777,0.0004995926,0.000001478035,0.007994991,0.00007355457,0.00006583452,7.823521e-7,0.00002081952,0.07357298],"genre_scores_gemma":[0.9554717,0.0002254689,0.0003496742,0.0001649774,0.0001433742,0.000004018464,0.000002243812,0.000004910256,0.04363365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.81185,"threshold_uncertainty_score":0.6491581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05699596535711041,"score_gpt":0.4065119617282013,"score_spread":0.3495159963710909,"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."}}