{"id":"W7161989096","doi":"10.82308/33469","title":"Children speaking with children Visualizing engagement through contemporary Canadian picture books in French classrooms","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Active listening; Picture books; Visual literacy; Set (abstract data type); Qualitative research; Discourse analysis; Selection (genetic algorithm)","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":[0.003084943,0.001056988,0.0008759967,0.002294938,0.01513884,0.00603503,0.002127995,0.001685247,0.00505349],"category_scores_gemma":[0.005295702,0.0006231769,0.0006119801,0.002396194,0.01088893,0.002225995,0.004178328,0.002365803,0.0004539183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03283098,"about_ca_system_score_gemma":0.01672412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7702422,"about_ca_topic_score_gemma":0.8958555,"domain_scores_codex":[0.9961429,0.001413223,0.00009078186,0.0004984995,0.0006245895,0.001230043],"domain_scores_gemma":[0.996981,0.001208725,0.0003410411,0.0001168856,0.0007210413,0.0006312038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001571385,0.00001600938,0.004178522,0.00004770229,0.000003038222,0.0008108159,0.990772,0.00002046803,0.0008322803,0.0006429293,0.0004285008,0.002232101],"study_design_scores_gemma":[0.000002417431,0.0000230075,0.006399516,0.00005713307,0.000008485386,0.0002250244,0.9804254,0.00002382642,0.0002492554,0.00005557006,0.01250944,0.00002087734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876961,0.0007720202,0.0004904278,0.001186717,0.00002593888,0.0000810718,0.0002174393,0.00002597086,0.009504427],"genre_scores_gemma":[0.9920948,0.0006452141,0.0006255687,0.0003843142,0.000009454647,0.00009963841,0.00009835548,0.00002562875,0.006017074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2297578,"threshold_uncertainty_score":0.4622219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118434162657951,"score_gpt":0.347718323890028,"score_spread":0.3065339822634485,"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."}}