{"id":"W2584136411","doi":"","title":"Teacher Training: Privatization Verses Quality","year":2015,"lang":"en","type":"article","venue":"International journal of education and management studies","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Public relations; Quality (philosophy); Function (biology); Sociology; Context (archaeology); Contemporary society; Information society; Pedagogy; Psychology; Engineering ethics; Political science; Law; Social science; Management; Epistemology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000848437,0.00006002332,0.0001012026,0.0001521314,0.0001537816,0.00007094631,0.0001817438,0.00002062324,0.000037096],"category_scores_gemma":[0.0005374843,0.0000535754,0.00003349638,0.00009258313,0.00009516021,0.0003828637,0.00002670907,0.00004669484,0.000003978726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903298,"about_ca_system_score_gemma":0.0003196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202731,"about_ca_topic_score_gemma":0.0001779008,"domain_scores_codex":[0.9990056,0.0001041736,0.0002650447,0.00008023936,0.0004647414,0.00008015896],"domain_scores_gemma":[0.9986647,0.00005042007,0.0002706126,0.00004797796,0.0008803183,0.0000859976],"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":[0.00005357795,0.000561822,0.03685525,0.00002726194,0.0007112164,0.000001895903,0.2833444,0.00001263795,0.000002329866,0.3571658,0.1961639,0.1250999],"study_design_scores_gemma":[0.0002702296,0.00001543849,0.02711874,0.00004498271,0.00002661987,0.000002006966,0.2743504,9.235496e-7,0.00000236208,0.00837218,0.6897395,0.0000566392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4251648,0.011969,0.001113982,0.1292151,0.02072818,0.0004005381,0.000004343315,0.00005429646,0.4113498],"genre_scores_gemma":[0.9754125,0.01107497,0.0009672727,0.001120973,0.001299702,0.000006448234,0.000005536627,0.000004794877,0.01010783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502477,"threshold_uncertainty_score":0.2184741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294041831828182,"score_gpt":0.4376529682715822,"score_spread":0.308248785088764,"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."}}