{"id":"W2073741131","doi":"10.5539/ass.v4n7p154","title":"Application and Research of Multimedia Technology in Modern Teaching","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00449202,0.00003754469,0.00007492193,0.0005014235,0.0007899179,0.00002817794,0.0003834608,0.00008294279,0.000002616205],"category_scores_gemma":[0.001035541,0.00004061012,0.000007460053,0.002481843,0.002614049,0.000262759,0.00004538437,0.0002631478,0.000001526162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172909,"about_ca_system_score_gemma":0.0003848595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004806546,"about_ca_topic_score_gemma":0.00008114934,"domain_scores_codex":[0.998725,0.0001170512,0.0001277832,0.0002049139,0.0005437524,0.000281524],"domain_scores_gemma":[0.9994853,0.00006079445,0.00005616901,0.00007793664,0.000287416,0.00003241055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[7.63924e-7,0.00002435132,0.0017815,5.136176e-7,1.40341e-7,8.40715e-8,0.01873089,6.454924e-9,0.01626762,0.5242319,0.00002841872,0.4389338],"study_design_scores_gemma":[0.0000572979,0.00003119851,0.2096955,0.00001151381,4.681649e-7,2.124256e-7,0.02246174,0.00004419624,0.003363849,0.7626124,0.001650062,0.0000716297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3594816,0.00003480172,0.001873864,0.0340843,0.00004812496,0.0005022426,0.00000129135,0.00008835634,0.6038854],"genre_scores_gemma":[0.9928688,0.000004382227,0.00692503,0.00004560614,0.00008196227,0.00001761389,3.351128e-7,0.000001814261,0.00005450354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6333871,"threshold_uncertainty_score":0.9631572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187536589564379,"score_gpt":0.4796225358076108,"score_spread":0.427747169911967,"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."}}