{"id":"W2986730131","doi":"10.24135/pjtel.v2i1.24","title":"CMALT and cMOOC - a community of educators and their learning technologies","year":2019,"lang":"en","type":"article","venue":"Pacific Journal of Technology Enhanced Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Auckland University of Technology, New Zealand","keywords":"Accreditation; Presentation (obstetrics); Bridge (graph theory); Learning community; Medical education; Community engagement; Public relations; Political science; Sociology; Engineering; Pedagogy; Medicine","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":[0.009751646,0.0003547494,0.0002440494,0.001631668,0.006787932,0.006870367,0.001974295,0.00266248,0.02453218],"category_scores_gemma":[0.0150836,0.0002668427,0.0003028331,0.001456826,0.005351232,0.006881186,0.02072529,0.002798358,0.004403289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489683,"about_ca_system_score_gemma":0.01790635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006176565,"about_ca_topic_score_gemma":0.01528369,"domain_scores_codex":[0.9931545,0.003216441,0.0001722892,0.0005043259,0.00158732,0.001365165],"domain_scores_gemma":[0.9777079,0.002890454,0.0009177132,0.001618839,0.002377484,0.01448747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003347221,0.001466434,0.01226478,0.0005700786,0.00001800151,0.001330346,0.1136766,0.0007111661,0.005736147,0.1021039,0.198066,0.5637217],"study_design_scores_gemma":[0.00005028193,0.0002459474,0.005215387,0.0002560416,0.000003269404,0.0005060944,0.02879395,0.0005611504,0.000738172,0.008182598,0.9554001,0.00004703493],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.345178,0.002835443,0.057103,0.06292032,0.002647561,0.002942388,0.0006955731,0.003737001,0.5219407],"genre_scores_gemma":[0.7096031,0.001130561,0.06284883,0.007234258,0.0005107524,0.001686962,0.0008637514,0.0006002732,0.2155216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02453218,"threshold_uncertainty_score":0.08206826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005222507685161497,"score_gpt":0.2313907929033953,"score_spread":0.2261682852182338,"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."}}