{"id":"W3044475534","doi":"","title":"MOOCs for Teachers: Understanding Learning in Networked Teacher Professional Development","year":2018,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Professional development; Mathematics education; Networked learning; Professional learning community; Pedagogy; Faculty development; Teacher education; Computer science; Educational technology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084525,0.0002626765,0.0001499918,0.0008338292,0.001417297,0.006704609,0.0009076365,0.001061887,0.003830554],"category_scores_gemma":[0.005267289,0.0001384429,0.0001646994,0.0006810533,0.00265135,0.01141884,0.002557238,0.001405419,0.0003954573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772922,"about_ca_system_score_gemma":0.002834555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527006,"about_ca_topic_score_gemma":0.01826278,"domain_scores_codex":[0.9995357,0.0001988667,0.00001755315,0.00007168677,0.00007025371,0.0001059363],"domain_scores_gemma":[0.9970711,0.001833334,0.0002188784,0.0001853782,0.0002806338,0.0004106463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001287706,0.0004538102,0.07122962,0.0005701192,0.00003330562,0.0006060305,0.3409389,0.001658595,0.002252129,0.320562,0.01134576,0.2502208],"study_design_scores_gemma":[0.00003038096,0.00009299082,0.03898356,0.001199403,0.00005980121,0.0003716218,0.4504796,0.007818311,0.002492265,0.2875767,0.2108487,0.00004671633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7615383,0.006699679,0.04931765,0.02965862,0.0003738127,0.0001220392,0.0003267859,0.0003004623,0.1516627],"genre_scores_gemma":[0.987395,0.001154926,0.003921145,0.0004271357,0.00003731622,0.00003624969,0.00007380844,0.00004964072,0.006904786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527006,"threshold_uncertainty_score":0.03036237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638296843946673,"score_gpt":0.3361190526410175,"score_spread":0.2997360842015507,"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."}}