{"id":"W4400958009","doi":"10.5539/ies.v17n4p111","title":"Proportions of Cartoons in Elementary School Instruction: Teacher Perspectives","year":2024,"lang":"en","type":"article","venue":"International Education Studies","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Primary education; Pedagogy; Teaching method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002276517,0.0001704864,0.0002240516,0.0007711282,0.001206383,0.002007559,0.0002466257,0.000371227,0.002361691],"category_scores_gemma":[0.007476592,0.0002362766,0.0001412522,0.0006258102,0.001155447,0.001183237,0.001186098,0.0007761354,0.0002252408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559575,"about_ca_system_score_gemma":0.0005242177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301638,"about_ca_topic_score_gemma":0.007086819,"domain_scores_codex":[0.9982215,0.001062006,0.0001015101,0.0001382978,0.000319081,0.0001576752],"domain_scores_gemma":[0.9935597,0.004537701,0.0007756782,0.0001598474,0.0005278602,0.0004391345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000232256,0.0002811614,0.1083528,0.0005624776,0.00001589004,0.001296451,0.7808735,0.0001961758,0.01501571,0.001422671,0.001543163,0.09020781],"study_design_scores_gemma":[0.00001878315,0.0004331383,0.1002291,0.0003721433,0.00004064403,0.001392464,0.8353449,0.0004241345,0.004525967,0.0005022751,0.05666778,0.00004858491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861627,0.0004791552,0.001199193,0.0005328861,0.00002087279,0.00002024681,0.0000259372,0.00001974211,0.01153918],"genre_scores_gemma":[0.9962289,0.000615849,0.0008651816,0.00006727737,0.00001110237,0.00001155243,0.0000176721,0.00001364265,0.00216896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361691,"threshold_uncertainty_score":0.01203948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990387680011779,"score_gpt":0.5063166587771063,"score_spread":0.4072778907759284,"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."}}