{"id":"W3170836184","doi":"10.4018/978-1-7998-7908-4.ch010","title":"Conceptions of Teacher Effectiveness and Its Implications for Educational Policy and Practice in the United States","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"School Choice and Performance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Perspective (graphical); Government (linguistics); Political science; Public relations; Pedagogy; Public administration; Sociology; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003306751,0.00024422,0.0003372872,0.001975804,0.003067414,0.007867888,0.0005358944,0.0009390126,0.003283629],"category_scores_gemma":[0.004590074,0.0002084897,0.0001912272,0.002318725,0.00813558,0.004319847,0.001743132,0.002558494,0.0002908624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408158,"about_ca_system_score_gemma":0.006781118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03423218,"about_ca_topic_score_gemma":0.03271795,"domain_scores_codex":[0.9966167,0.001953172,0.0001148206,0.0001717931,0.0008251485,0.0003185522],"domain_scores_gemma":[0.9975078,0.001657443,0.0001834512,0.00008510827,0.00038026,0.0001858939],"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":[0.000006828413,0.00002716773,0.0009506569,0.00004018371,0.000003535821,0.00002221292,0.005301226,0.0004693794,0.00002197147,0.957163,0.009949782,0.02604402],"study_design_scores_gemma":[0.00001352505,0.00005324851,0.01439379,0.001209084,0.0000159991,0.0001278606,0.02289555,0.001337761,0.0001911157,0.5361142,0.4236203,0.0000276198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02675199,0.06987783,0.00352122,0.06853562,0.0006402292,0.00002166233,0.00006223316,0.00004138275,0.8305479],"genre_scores_gemma":[0.8924121,0.04459008,0.002734827,0.003545111,0.0004965758,0.0001304178,0.00008042649,0.00003384221,0.0559766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03423218,"threshold_uncertainty_score":0.1021695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06652197676666528,"score_gpt":0.3949125962462264,"score_spread":0.3283906194795612,"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."}}