{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006827507,0.0001782144,0.0001714072,0.001450949,0.001304881,0.001925085,0.0004248885,0.0004811929,0.002573023],"category_scores_gemma":[0.02231818,0.0001743449,0.0001928973,0.001523632,0.001195725,0.0007822757,0.001179809,0.000518141,0.0004377298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098776,"about_ca_system_score_gemma":0.003265131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01768733,"about_ca_topic_score_gemma":0.03064206,"domain_scores_codex":[0.9948172,0.001764741,0.0002948358,0.000250562,0.002072393,0.0008002538],"domain_scores_gemma":[0.9720738,0.008407905,0.006386096,0.0008402013,0.007214144,0.005077905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005386074,0.001073372,0.8499064,0.00009782137,0.00003702923,0.0001351408,0.02806549,0.0004403606,0.00801249,0.0005357611,0.0009758754,0.1101816],"study_design_scores_gemma":[0.00003252067,0.002293036,0.9227898,0.00005701441,0.00003100636,0.0001003113,0.05923927,0.0009666625,0.007796318,0.0004628756,0.006172191,0.00005896184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967655,0.00004690964,0.0002990357,0.0001801103,0.000007206771,0.00003745042,0.0000297732,0.000009045059,0.002624955],"genre_scores_gemma":[0.9976832,0.00008453218,0.0005452029,0.00008279914,0.00001246646,0.00003057865,0.00003229404,0.000002057809,0.001526918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768733,"threshold_uncertainty_score":0.03610772,"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."}}