{"id":"W4402104847","doi":"10.55016/ojs/jet.v28i3.52371","title":"What Makes a Good Teacher","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Psychology; Mathematics education","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":[0.006867474,0.000317881,0.0005916478,0.001203032,0.008616794,0.01047168,0.000831373,0.003340475,0.009563102],"category_scores_gemma":[0.02804195,0.0004194959,0.0004386322,0.0006289626,0.0090826,0.006405311,0.002811221,0.004265064,0.004249856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004170916,"about_ca_system_score_gemma":0.008190439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812887,"about_ca_topic_score_gemma":0.009390407,"domain_scores_codex":[0.9884574,0.006865252,0.0002480355,0.0006340951,0.002335794,0.001459442],"domain_scores_gemma":[0.9739609,0.005186567,0.002025371,0.001359246,0.00572917,0.01173882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001746944,0.0007735125,0.04841834,0.000859276,0.0001604002,0.001413272,0.1193293,0.0001691289,0.002152337,0.08709915,0.5465932,0.1928573],"study_design_scores_gemma":[0.0000840273,0.0002336245,0.02932238,0.00135705,0.0001265037,0.001642395,0.1687499,0.0001239214,0.001176964,0.04589302,0.7511945,0.00009576754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1039489,0.01403029,0.002314779,0.6282772,0.01150279,0.00008483209,0.00008762217,0.0002474426,0.239506],"genre_scores_gemma":[0.8625874,0.005246324,0.00304796,0.04561457,0.002063256,0.00009390696,0.00007203881,0.0002731248,0.08100148],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01047168,"threshold_uncertainty_score":0.03631908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04418074944957064,"score_gpt":0.3888445865734304,"score_spread":0.3446638371238597,"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."}}