{"id":"W2779290504","doi":"10.36510/learnland.v8i2.711","title":"Teacher Research and Evaluation: A Story From Two Perspectives","year":2015,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Charter; Work (physics); Mathematics education; Pedagogy; Charter school; Sociology; Political science; Psychology; Public relations; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07646019,0.001447985,0.002189062,0.003870766,0.05246506,0.03948145,0.005254777,0.02142997,0.002694153],"category_scores_gemma":[0.1076352,0.001830001,0.001509113,0.003549109,0.06967068,0.03053096,0.02670581,0.04276125,0.0008823268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02991418,"about_ca_system_score_gemma":0.01345679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857887,"about_ca_topic_score_gemma":0.02087615,"domain_scores_codex":[0.7722079,0.1972334,0.002766491,0.004105516,0.01315732,0.01052944],"domain_scores_gemma":[0.8803778,0.08126839,0.004536613,0.003390891,0.01360658,0.01681974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006067447,0.00008073085,0.0005231681,0.0001258275,0.00001233112,0.003357689,0.9221398,0.00006915048,0.000305559,0.05385441,0.01492494,0.004545684],"study_design_scores_gemma":[0.00002584727,0.00009481809,0.0003192997,0.0003687466,0.00001065676,0.001519679,0.7816756,0.0001721237,0.0002924936,0.0092137,0.2062505,0.00005646661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1250508,0.01059193,0.01227904,0.7591233,0.004830674,0.0003975219,0.0001426674,0.0001694989,0.08741461],"genre_scores_gemma":[0.8908272,0.006101825,0.006958521,0.06464075,0.002415722,0.0007006189,0.00008966296,0.0005581295,0.02770767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07646019,"threshold_uncertainty_score":0.4043649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3285143121053198,"score_gpt":0.4906893012700657,"score_spread":0.1621749891647459,"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."}}