{"id":"W7132880386","doi":"","title":"Effective teaching and adaptive instruction in core French: a case study of a grade 8 classroom in Ontario","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Focus group; Perception; Qualitative research; Adaptation (eye); Core (optical fiber); Participant observation; Teaching method","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":[0.001174176,0.0005975179,0.0005843388,0.001041893,0.02128064,0.002846375,0.002444262,0.001866785,0.00272914],"category_scores_gemma":[0.003497884,0.000694595,0.0004171835,0.002187068,0.004641024,0.000983611,0.002706589,0.001781782,0.0003645607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05313035,"about_ca_system_score_gemma":0.04308207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9387626,"about_ca_topic_score_gemma":0.9872184,"domain_scores_codex":[0.9974858,0.000736692,0.00009580985,0.0002064411,0.0004399572,0.00103529],"domain_scores_gemma":[0.9976228,0.0005732048,0.0002996468,0.00007842694,0.0004663305,0.0009595352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007626985,0.0002387408,0.02085461,0.0001873382,0.00001125199,0.0249265,0.9378885,0.000340445,0.002367408,0.001733179,0.001139201,0.01023654],"study_design_scores_gemma":[0.00001407236,0.0002476264,0.03650817,0.0001148205,0.00001896467,0.001509034,0.9290934,0.0003221683,0.0005756256,0.0001754988,0.0313887,0.00003195489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919989,0.000181116,0.0002547922,0.0008859608,0.00001329087,0.0001224475,0.00005824867,0.00001021545,0.006475202],"genre_scores_gemma":[0.9882503,0.0006104184,0.0007463773,0.0002289976,0.000009099338,0.00008777281,0.00004747693,0.00001865276,0.01000084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06123739,"threshold_uncertainty_score":0.3854895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524528160811895,"score_gpt":0.3713698908579245,"score_spread":0.3361246092498056,"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."}}