{"id":"W3125934320","doi":"","title":"MOOCs as LIS Professional Development Platforms: Evaluating and Refining SJSU's First Not-for-Credit MOOC","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; General partnership; Professional development; Scale (ratio); Higher education; Massive open online course; Test (biology); Sociology; Public relations; Library science; Computer science; Political science; Pedagogy","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":[0.004431414,0.0001940155,0.0002208415,0.0001424629,0.0009317893,0.0002127276,0.0005796207,0.00009654021,0.000005205333],"category_scores_gemma":[0.0005596603,0.0001571955,0.00007155725,0.0001806824,0.00003103925,0.0003991297,0.0001901367,0.001450094,0.000020778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583316,"about_ca_system_score_gemma":0.002457204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009621513,"about_ca_topic_score_gemma":0.00009541928,"domain_scores_codex":[0.9970691,0.00005072859,0.0004067546,0.0003411739,0.0005412141,0.001590986],"domain_scores_gemma":[0.9989269,0.0002719801,0.0002859836,0.0002046496,0.0001687353,0.0001417204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007379787,0.00008179289,0.004607291,0.00004994967,0.0001940094,0.000003603291,0.002380227,0.00197547,0.0002601655,0.3750008,0.0003291736,0.6150438],"study_design_scores_gemma":[0.003082408,0.002021548,0.003682459,0.0004929395,0.00006481988,0.001030456,0.001272173,0.6132399,0.0003971199,0.3410098,0.03276628,0.0009400837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7401812,0.0005528904,0.2511925,0.006652944,0.0007895197,0.0001130124,8.118513e-7,0.000124649,0.0003925007],"genre_scores_gemma":[0.9448124,0.0001714102,0.0479245,0.000367247,0.0007205226,0.00001161426,0.000006152969,0.00002593416,0.005960271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6141037,"threshold_uncertainty_score":0.7166664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659356380033931,"score_gpt":0.3017738576554537,"score_spread":0.2851802938551143,"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."}}