{"id":"W2905577243","doi":"10.4324/9781315751108-32","title":"Alternative Models of MOOCs","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303608,0.0001476693,0.0002551104,0.0001081965,0.00001312094,0.00002428899,0.0007169188,0.0001124078,0.00004165193],"category_scores_gemma":[0.000008529883,0.000122436,0.00009315916,0.00002266651,0.00003793145,0.0001267894,0.0002608749,0.0002155736,0.00009256236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378027,"about_ca_system_score_gemma":0.0001161388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002959208,"about_ca_topic_score_gemma":0.000002948795,"domain_scores_codex":[0.9990898,0.000007060225,0.0002001463,0.0002452896,0.0003571367,0.000100506],"domain_scores_gemma":[0.9990027,0.00003017973,0.0001783985,0.000455947,0.0002630224,0.00006974689],"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":[5.186193e-7,0.000005663757,2.938831e-7,0.000006345712,0.00002739682,0.000005921862,0.00007038565,0.007589904,5.656285e-7,0.9842165,0.002368643,0.005707852],"study_design_scores_gemma":[0.00005101076,0.0000383024,6.0847e-8,0.00003409939,0.000006801418,0.000001929182,0.000001151346,0.4078222,0.000007799475,0.5674635,0.02447788,0.00009523681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.965755e-7,0.0001369179,0.3289542,0.0003236361,0.00009328537,0.00002522229,0.00000441902,0.00005203181,0.6704092],"genre_scores_gemma":[0.004514568,0.00005681831,0.03304924,0.00007305692,0.000120677,3.132315e-7,0.000005179418,0.00001538804,0.9621648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.416753,"threshold_uncertainty_score":0.4992797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07007189339618142,"score_gpt":0.2917708841878666,"score_spread":0.2216989907916852,"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."}}