{"id":"W4389697140","doi":"10.55016/ojs/ajer.v59i2.55714","title":"A Multiple Case Study of Two Teachers’ Instructional Adaptations","year":2014,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Sociology; Humanities; Psychology; Art","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":[0.005845658,0.0007274689,0.0007377801,0.001715446,0.01482844,0.004412637,0.003357845,0.003419428,0.004144112],"category_scores_gemma":[0.01701699,0.0009944125,0.0008836153,0.001998969,0.005872822,0.003646567,0.005256569,0.005352978,0.0007616488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008400894,"about_ca_system_score_gemma":0.005247293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01728683,"about_ca_topic_score_gemma":0.04374855,"domain_scores_codex":[0.9891222,0.007032814,0.0004889134,0.001058476,0.001052874,0.001244834],"domain_scores_gemma":[0.9902155,0.005120237,0.00113405,0.0008775287,0.001053939,0.001598751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001183975,0.0006321983,0.01461062,0.0002249137,0.00002625269,0.05875254,0.8848574,0.0006898429,0.001813392,0.00810959,0.002435167,0.02772967],"study_design_scores_gemma":[0.00003531343,0.0004030354,0.007698799,0.0003194192,0.00003946203,0.01713843,0.8773189,0.0008967526,0.001936226,0.001864729,0.09227978,0.00006929356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598571,0.0007990212,0.01079742,0.004998049,0.0002271677,0.0004726665,0.00008595425,0.00007360391,0.02268897],"genre_scores_gemma":[0.9746231,0.0008908091,0.008521868,0.0005410489,0.00005793082,0.000330585,0.0000577732,0.00005675954,0.01492015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728683,"threshold_uncertainty_score":0.06095296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841110811972698,"score_gpt":0.4077173475345313,"score_spread":0.2236062663372614,"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."}}