{"id":"W2185507062","doi":"10.5539/ass.v11n25p78","title":"Chinese Quality Open Video Courses - Analysis on Problems and Promote Strategies","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Christian ministry; Open educational resources; Curriculum; Open education; Meaning (existential); Computer science; Resource (disambiguation); Multimedia; Sociology; Pedagogy; Psychology; Political science; World Wide Web","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":[0.00370699,0.0004196309,0.0002573389,0.004372229,0.002432152,0.004259582,0.0009053494,0.0005680938,0.002684106],"category_scores_gemma":[0.00707263,0.0002267407,0.0003486044,0.004523037,0.002030485,0.003199041,0.001284733,0.0005895399,0.0002109223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009394445,"about_ca_system_score_gemma":0.009970071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03010023,"about_ca_topic_score_gemma":0.03570575,"domain_scores_codex":[0.9962955,0.0007581046,0.0001978828,0.0003082709,0.001887702,0.000552561],"domain_scores_gemma":[0.9954457,0.001630554,0.0005340051,0.0001914556,0.001535891,0.0006624356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001737938,0.0003948466,0.2919419,0.0009566455,0.00007980781,0.0009576476,0.06759997,0.001234552,0.003579034,0.08387902,0.01002198,0.5391809],"study_design_scores_gemma":[0.0000516634,0.000299276,0.7253236,0.0006531585,0.0002502436,0.0005652907,0.1455823,0.01182885,0.008690917,0.01726714,0.08934232,0.0001452087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119664,0.001760166,0.0080183,0.004214374,0.00006105148,0.0003865734,0.0001374851,0.00007852581,0.07337712],"genre_scores_gemma":[0.9885274,0.0009634916,0.002349519,0.0001807514,0.00001973005,0.00007874284,0.00008811618,0.00001945817,0.007772822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03010023,"threshold_uncertainty_score":0.06816185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456861974384805,"score_gpt":0.3939650514883967,"score_spread":0.3493964317445486,"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."}}