{"id":"W2560873200","doi":"","title":"Based on MOOC+SPOC Teaching Reform and Practice of Computer Basic Course in University","year":2016,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Process (computing); Mathematics education; Massive open online course; Quality (philosophy); Computer science; Course (navigation); Online course; Multimedia; Pedagogy; Sociology; Psychology; Engineering","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":[0.0009870167,0.0002068908,0.0001620951,0.0006146324,0.001716014,0.001773971,0.0005605596,0.0004346467,0.003481716],"category_scores_gemma":[0.003997336,0.0000981533,0.0001972872,0.000418005,0.001183203,0.001097367,0.001506489,0.0007338906,0.0004976293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963228,"about_ca_system_score_gemma":0.00204194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587178,"about_ca_topic_score_gemma":0.00609406,"domain_scores_codex":[0.9986166,0.0004896974,0.00005299829,0.0001875594,0.0004780704,0.0001750705],"domain_scores_gemma":[0.9987088,0.0002945786,0.0001302229,0.0001909385,0.0003302936,0.0003451555],"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":[0.0002580801,0.004259701,0.04872208,0.0008160655,0.00002735613,0.0008276146,0.1176806,0.002088916,0.0316852,0.03031559,0.02085063,0.7424682],"study_design_scores_gemma":[0.000149667,0.003187759,0.2268205,0.000710095,0.0001049092,0.001474072,0.1695467,0.01978333,0.04263612,0.01311196,0.5222576,0.0002172106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344219,0.0002849672,0.01561011,0.001956054,0.0001556708,0.0007361511,0.0001329257,0.0004620447,0.04624018],"genre_scores_gemma":[0.9766629,0.0001728564,0.01064888,0.000250688,0.00003186362,0.000149889,0.0001302415,0.00004422927,0.01190844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003587178,"threshold_uncertainty_score":0.01424426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077262996309824,"score_gpt":0.352306379576491,"score_spread":0.3215337496133927,"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."}}