{"id":"W1608294081","doi":"10.13037/ria.vol5n1.368","title":"Gauging faculty attitudes toward online and hybrid learning","year":2010,"lang":"en","type":"article","venue":"Revista de Informática Aplicada","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Respondent; Remuneration; Medical education; Online learning; Consistency (knowledge bases); Psychology; Public relations; Computer science; Business; Medicine; Political science; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008730007,0.0001496221,0.0002251783,0.00006970758,0.0005908842,0.0003607227,0.000253802,0.0001074409,0.0003048781],"category_scores_gemma":[0.001295044,0.0001387275,0.00007181706,0.0001960202,0.0002325443,0.0003477556,0.0001095866,0.0009146114,0.00004516997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005262741,"about_ca_system_score_gemma":0.0003472569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003881517,"about_ca_topic_score_gemma":0.0003172467,"domain_scores_codex":[0.9986045,0.00006271379,0.0002781373,0.0002269624,0.0003194921,0.000508145],"domain_scores_gemma":[0.9991438,0.0001974314,0.0001217629,0.0001624998,0.00009654207,0.0002779277],"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":[0.00002453796,0.0001077806,0.1287228,0.0002045145,0.00005987443,0.00003315648,0.004121779,0.00002724774,0.002611751,0.1083741,0.001024798,0.7546877],"study_design_scores_gemma":[0.0001731857,0.00003268828,0.01050183,0.00005188114,0.00002179625,0.0000176726,0.0015276,0.0003723903,0.00007774492,0.000165501,0.9868351,0.000222629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981701,0.0001225802,0.0003726697,0.002649986,0.00006221879,0.0001698615,0.00001347502,0.0002129322,0.01469531],"genre_scores_gemma":[0.9881141,0.0002784923,0.009803968,0.0002609787,0.0004825172,0.000006845663,0.00004133114,0.0000167931,0.0009949692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858103,"threshold_uncertainty_score":0.5657145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375841939587183,"score_gpt":0.3448913591561546,"score_spread":0.3211329397602828,"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."}}