{"id":"W3008309614","doi":"10.3102/0162373720906217","title":"Teacher Coaching in a Simulated Environment","year":2020,"lang":"en","type":"article","venue":"Educational Evaluation and Policy Analysis","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Academy of Education; University of Virginia; Spencer Foundation","keywords":"Coaching; Psychology; Perception; Mathematics education; Medical education; Teacher education; Pedagogy; Applied psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439602,0.0003052593,0.0003386776,0.0002902538,0.0006915922,0.0005938126,0.0005248552,0.0006708934,0.002599673],"category_scores_gemma":[0.007190526,0.0002680095,0.0003088529,0.0001920681,0.0005520175,0.0003834477,0.001013811,0.0005670597,0.0004769219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211629,"about_ca_system_score_gemma":0.001443174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433018,"about_ca_topic_score_gemma":0.002331004,"domain_scores_codex":[0.9965289,0.002491924,0.00009684606,0.0002717856,0.0003507466,0.0002597983],"domain_scores_gemma":[0.9956779,0.002399766,0.0005061206,0.0005936616,0.0002409872,0.000581652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03720787,0.09673452,0.1669813,0.0009961756,0.0004525252,0.001045378,0.01478391,0.1857369,0.06300106,0.004773986,0.003287816,0.4249985],"study_design_scores_gemma":[0.01178811,0.2813003,0.3161496,0.0006579828,0.0005781832,0.001955464,0.01351157,0.2220379,0.09712928,0.005829086,0.04867025,0.0003922612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926654,0.00002289468,0.004952177,0.00006715069,0.0000117106,0.0002002962,0.00003019966,0.00005703485,0.001993069],"genre_scores_gemma":[0.9949564,0.00004386033,0.003692398,0.00002742635,0.000005850538,0.0003593938,0.00005223875,0.000006260272,0.0008561254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002599673,"threshold_uncertainty_score":0.008696795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213634107861544,"score_gpt":0.4796332351777997,"score_spread":0.2659991273162557,"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."}}