{"id":"W2924853560","doi":"","title":"“Talking science”: Exploring dialogue in the Franco-Ontarian high school science classroom context","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Presentation (obstetrics); Pedagogy; Science education; Mathematics education; Exploratory research; Sociology; Psychology; Social science; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007624806,0.0009321976,0.0007161426,0.002565801,0.01928226,0.01064299,0.001743956,0.002893846,0.002193934],"category_scores_gemma":[0.009018891,0.00043669,0.0004760449,0.001790855,0.01656599,0.004370122,0.00734013,0.002753225,0.00031215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01253925,"about_ca_system_score_gemma":0.007381887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1384928,"about_ca_topic_score_gemma":0.2308487,"domain_scores_codex":[0.9906164,0.006612121,0.0001578688,0.0006914066,0.0006217397,0.001300419],"domain_scores_gemma":[0.9874825,0.009279428,0.0008209529,0.0002266377,0.0008020484,0.001388435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001950959,0.00001752374,0.001409892,0.00003623196,0.000002544048,0.0003879214,0.994795,0.0000171851,0.0007273006,0.000903977,0.0001189763,0.001563882],"study_design_scores_gemma":[0.000004134857,0.00002584194,0.003999325,0.00005463398,0.000004849957,0.0002097155,0.9874539,0.00005836426,0.0002395302,0.000210173,0.007726853,0.00001263538],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788238,0.0007051143,0.002231138,0.001570443,0.00004859225,0.00009296615,0.00006801043,0.0000311577,0.01642886],"genre_scores_gemma":[0.9966491,0.0002036556,0.0007191643,0.0002251147,0.00001205528,0.0000443362,0.00003022642,0.00001406347,0.002102464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615072,"threshold_uncertainty_score":0.2753734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06776244024042576,"score_gpt":0.3363024757154051,"score_spread":0.2685400354749793,"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."}}