{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002029437,0.0001174689,0.0002340155,0.0001498354,0.0005132577,0.00174905,0.001618034,0.0000393894,0.000002598256],"category_scores_gemma":[0.0002131062,0.0000904815,0.00004794489,0.00299791,0.0004601924,0.0013705,0.0005254021,0.0001413448,0.00001245515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005217632,"about_ca_system_score_gemma":0.0004573146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000347269,"about_ca_topic_score_gemma":0.0001403207,"domain_scores_codex":[0.9982795,0.0001091584,0.000179786,0.0005038976,0.0006264456,0.0003011995],"domain_scores_gemma":[0.9991559,0.00002953594,0.0001377726,0.0003056027,0.000167672,0.0002035003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001477403,0.0003853753,0.0394147,0.00002339946,0.0001363846,0.00001773703,0.03985056,0.0004909189,0.0005355506,0.6525009,0.0004297222,0.2662],"study_design_scores_gemma":[0.0008216446,0.0004959766,0.7430642,0.00003109088,0.00008942646,0.000005536194,0.005514348,0.03715569,0.00006564679,0.2087949,0.003179752,0.0007818142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5236086,0.00006674907,0.03794937,0.04067006,0.0003680615,0.0005374394,0.00001179993,0.0003642798,0.3964236],"genre_scores_gemma":[0.9952714,0.000001682661,0.004161067,0.000158141,0.00007582353,0.000003831662,0.000001291017,0.000003157078,0.0003235532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7036495,"threshold_uncertainty_score":0.9992872,"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."}}