{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03731292,0.0006712468,0.0006216668,0.003295094,0.002684507,0.005742425,0.001788835,0.001618382,0.00125294],"category_scores_gemma":[0.1054538,0.0004282364,0.0009796181,0.002550942,0.003205147,0.004983456,0.004580849,0.002189458,0.00056805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006244916,"about_ca_system_score_gemma":0.009157716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333336,"about_ca_topic_score_gemma":0.03476551,"domain_scores_codex":[0.9755739,0.008663174,0.002305103,0.001311585,0.01100352,0.001142679],"domain_scores_gemma":[0.8805915,0.03895008,0.008511676,0.007988061,0.05638457,0.007574208],"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":[0.006988135,0.03795153,0.387019,0.002790527,0.00045603,0.0003689517,0.03409364,0.005604601,0.007136068,0.007121201,0.00893309,0.5015373],"study_design_scores_gemma":[0.003308552,0.1053377,0.6225438,0.002607751,0.001402666,0.0004711378,0.06939013,0.0576403,0.03681864,0.003755209,0.09602153,0.0007025592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890255,0.0003765683,0.001395132,0.0003608926,0.00007905377,0.001702193,0.0001780436,0.0001395974,0.006742966],"genre_scores_gemma":[0.9741769,0.0004359728,0.01943369,0.0005525981,0.00006776694,0.001963651,0.001157045,0.0001040945,0.002108184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731292,"threshold_uncertainty_score":0.197332,"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."}}