{"id":"W4406311960","doi":"10.7202/1115425ar","title":"The Experiences of Three Teachers Using Body Biographies for Multimodal Literature Study","year":2023,"lang":"en","type":"article","venue":"International Journal for Talent Development and Creativity","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Mathematics education; Pedagogy; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006908132,0.001508724,0.00176209,0.002923943,0.02263331,0.009546424,0.003411837,0.00517046,0.005554451],"category_scores_gemma":[0.01929457,0.001751946,0.0009679284,0.002023793,0.01419819,0.005870738,0.01316661,0.007062715,0.001635319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004777505,"about_ca_system_score_gemma":0.003837247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008636295,"about_ca_topic_score_gemma":0.02220108,"domain_scores_codex":[0.9893293,0.005889898,0.0004463364,0.0009491279,0.0009835619,0.002401657],"domain_scores_gemma":[0.9869115,0.005981024,0.001221191,0.0007934462,0.00138342,0.003709345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004179,0.0001325971,0.001609244,0.00005778736,0.000002963393,0.00186036,0.9911493,0.00002455972,0.001611925,0.0002830871,0.0003042778,0.002922181],"study_design_scores_gemma":[0.000012395,0.0001121948,0.001173036,0.00005586516,0.000008499118,0.001067757,0.9872951,0.00009208096,0.0007935661,0.0002045943,0.009158221,0.00002666936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886488,0.0003876967,0.003178938,0.001895973,0.00008147788,0.0001340269,0.00004926571,0.00009763573,0.005526293],"genre_scores_gemma":[0.9873852,0.0005239198,0.002208649,0.000629451,0.00004302825,0.0002283794,0.00006139676,0.0001311164,0.008788834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02263331,"threshold_uncertainty_score":0.03653413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596619300635252,"score_gpt":0.3341556685663106,"score_spread":0.2744937385027854,"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."}}