{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007242643,0.0001137883,0.0002843307,0.0003654627,0.001825589,0.00009235647,0.0009354174,0.00005812736,0.001144525],"category_scores_gemma":[0.004396674,0.0001003956,0.0001406148,0.000256811,0.0007359794,0.0004212539,0.0002401675,0.0001122829,0.0000273746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477758,"about_ca_system_score_gemma":0.0007199947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323122,"about_ca_topic_score_gemma":0.0007599628,"domain_scores_codex":[0.9984489,0.0001834479,0.0003927675,0.0002154361,0.0006167227,0.0001427175],"domain_scores_gemma":[0.9946762,0.0003109089,0.0006952462,0.0005562796,0.003719025,0.00004236446],"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":[0.0000482106,0.002020379,0.3441303,0.00002239792,0.007017973,3.771831e-7,0.1108908,0.000009831284,0.00007270373,0.3668311,0.117927,0.05102894],"study_design_scores_gemma":[0.0001685534,0.000005659293,0.1744973,0.00008082502,0.0002678538,1.830269e-7,0.1436917,0.00001133651,0.000049014,0.003906426,0.6771765,0.0001446679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5559667,0.01145751,0.0001161542,0.1408233,0.01542037,0.0005103402,0.00005725795,0.0001210056,0.2755273],"genre_scores_gemma":[0.9334502,0.001617656,0.0006134969,0.0007092976,0.0002390308,0.0002018311,0.00004565586,0.00000656103,0.06311633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592495,"threshold_uncertainty_score":0.9997686,"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."}}