{"id":"W3046334489","doi":"10.21125/edulearn.2020.0243","title":"DEVELOPING ONLINE COURSES THROUGH UNIVERSITY PROFESSIONAL PARTNERSHIPS","year":2020,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Multimedia; Engineering management; Medical education; Engineering; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002709265,0.0001139287,0.0001491703,0.00003216485,0.0007894463,0.00006144471,0.0003007097,0.0001190585,0.0002752068],"category_scores_gemma":[0.0005193491,0.0001157303,0.00005368497,0.0005594702,0.0001723644,0.0006090215,0.00009584297,0.0004226207,0.0001093923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000967083,"about_ca_system_score_gemma":0.0008489228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004226429,"about_ca_topic_score_gemma":0.00005529759,"domain_scores_codex":[0.9987696,0.00004721317,0.0001252775,0.0002897527,0.0003951247,0.0003729755],"domain_scores_gemma":[0.9994197,0.00005814071,0.000104428,0.00003025866,0.0002157075,0.0001717775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373692,0.0001691654,0.05041495,0.0001333874,0.00005628641,0.00002591164,0.05746195,0.000006561918,0.0003267695,0.8325719,0.04264993,0.01604587],"study_design_scores_gemma":[0.000204065,0.00003707747,0.0009077248,0.00005505129,0.0000132577,6.971542e-7,0.1018741,0.00005641593,0.00008005392,0.0007487806,0.8958539,0.0001688534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7475105,0.00007283085,0.0002018939,0.2157441,0.0003721437,0.0002364157,0.000006421852,0.0004738061,0.03538185],"genre_scores_gemma":[0.9635254,0.0001398446,0.02351072,0.002095686,0.001877224,0.000001264391,0.00001532093,0.00002210122,0.008812459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.853204,"threshold_uncertainty_score":0.6071863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191869422608632,"score_gpt":0.3545387425050898,"score_spread":0.2353518002442266,"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."}}