{"id":"W2603597135","doi":"10.5539/ies.v10n4p90","title":"Teacher Professionalism: Analysis of Professionalism Phases","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Communication Studies","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Competence (human resources); Indonesian; Professional development; Psychology; Pedagogy; Perception; Teacher education; Mathematics education; Sociology; Social psychology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003080393,0.0001627341,0.0001829591,0.00410442,0.0009344211,0.001406021,0.0003625286,0.0002585696,0.002273091],"category_scores_gemma":[0.01036938,0.0001825895,0.0004682901,0.001993624,0.0007577513,0.0009641974,0.001494433,0.0006190369,0.0003954624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180903,"about_ca_system_score_gemma":0.001508982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508397,"about_ca_topic_score_gemma":0.002751441,"domain_scores_codex":[0.9977761,0.0006933161,0.0002449329,0.0001676301,0.0008340479,0.0002840616],"domain_scores_gemma":[0.9839324,0.007222184,0.002667001,0.0005632147,0.00422457,0.001390674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008469992,0.0003655768,0.6895194,0.0005568083,0.00005953121,0.0004463013,0.08647062,0.0006633297,0.01249957,0.006388722,0.002604646,0.1995785],"study_design_scores_gemma":[0.0000207372,0.0003159135,0.9340748,0.0001159119,0.00003106758,0.0006194938,0.03656194,0.00290092,0.004009115,0.003243582,0.01805534,0.0000512319],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727046,0.0003127782,0.005656312,0.0002236999,0.00002304351,0.0002821348,0.0003278333,0.00005806733,0.02041149],"genre_scores_gemma":[0.9931184,0.0001281063,0.003480786,0.00001831138,0.00001398556,0.0001234631,0.0002815672,0.00001298215,0.002822374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00410442,"threshold_uncertainty_score":0.0162909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3797846697781957,"score_gpt":0.6159632229807084,"score_spread":0.2361785532025126,"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."}}