{"id":"W2119069349","doi":"10.26522/tl.v5i1.300","title":"Teachers Learning Together Project: Differentiation in Math","year":2009,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University","keywords":"Enthusiasm; Differentiated instruction; Mathematics education; Repertoire; Literacy; Action (physics); Action research; Pedagogy; Psychology; Literature; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003676526,0.00009122785,0.0001233076,0.0001640106,0.0009867484,0.0001425841,0.00009235456,0.00008262977,0.00002720721],"category_scores_gemma":[0.001560261,0.00008769603,0.00002689661,0.00009685728,0.00003536541,0.0001431636,0.00001391481,0.001379675,0.000004884424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006904595,"about_ca_system_score_gemma":0.00004092167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106712,"about_ca_topic_score_gemma":0.0001120147,"domain_scores_codex":[0.9979509,0.001330328,0.000156872,0.0001694307,0.0001751938,0.0002172927],"domain_scores_gemma":[0.9995929,0.0001884543,0.00009539177,0.00006576439,0.00001250351,0.00004501545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003852555,0.000101395,0.02961518,0.000010433,0.000004566278,0.000001011816,0.5539345,0.00003451428,0.0002411784,0.171353,0.0001401057,0.2445603],"study_design_scores_gemma":[0.001349277,0.0005569812,0.110525,0.0009119138,0.0000619439,0.00001194247,0.2948735,0.01991985,0.00006127505,0.06209089,0.5081053,0.001532062],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221107,0.0000589721,0.006927246,0.0009889427,0.0000399653,0.0001542949,5.070445e-8,0.0004622845,0.06925759],"genre_scores_gemma":[0.9886782,0.00002917288,0.006015904,0.00009663584,0.00008547959,0.00000697708,0.00000346823,0.000009482225,0.005074698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5079653,"threshold_uncertainty_score":0.7589371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828979726266493,"score_gpt":0.3493662807480968,"score_spread":0.3210764834854319,"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."}}