{"id":"W1483463280","doi":"","title":"The Necessity of Appropriate Application of Multimedia Instruction to English Teaching","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science; Animation; Popularity; Process (computing); Teaching method; Field (mathematics); Mathematics education; Psychology; Computer graphics (images)","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":[0.002856255,0.0002000445,0.00023716,0.0009859923,0.0008559288,0.002635315,0.0006817498,0.0008960582,0.002988093],"category_scores_gemma":[0.01131893,0.0001158506,0.0001912458,0.0005400425,0.0008519377,0.002383862,0.001572181,0.001003759,0.0006725804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219589,"about_ca_system_score_gemma":0.004486885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891536,"about_ca_topic_score_gemma":0.003527025,"domain_scores_codex":[0.9978318,0.001088522,0.0001360249,0.0001625539,0.0006261027,0.000154914],"domain_scores_gemma":[0.9948803,0.002820618,0.0003031785,0.0003241436,0.001179764,0.0004919341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000650967,0.000279395,0.003966478,0.00123784,0.000009197426,0.0003973815,0.009713368,0.0001492539,0.005137197,0.02263068,0.005871974,0.9505422],"study_design_scores_gemma":[0.0001087613,0.0007226051,0.05716262,0.0082053,0.000135602,0.005153845,0.03873506,0.003021925,0.01684591,0.08647313,0.783309,0.000126218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3269071,0.0847215,0.1189874,0.1040994,0.003606693,0.001564648,0.0001891887,0.001126447,0.3587976],"genre_scores_gemma":[0.894879,0.02102152,0.06576972,0.004924573,0.00133018,0.0004647069,0.00007133889,0.0001169575,0.01142196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002988093,"threshold_uncertainty_score":0.01510549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04139180590600063,"score_gpt":0.3692517142381706,"score_spread":0.32785990833217,"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."}}