{"id":"W3138990580","doi":"10.53841/bpsper.2021.45.1.26","title":"Reaction to Dr Flavin’s disruptive innovation and technology enhanced learning","year":2021,"lang":"en","type":"article","venue":"Psychology of Education Review","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Flavin group; Disruptive technology; Disruptive innovation; Business; Psychology; Chemistry; Engineering; Marketing; Manufacturing engineering; Biochemistry","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":[0.002913296,0.0001618634,0.0002462206,0.000531242,0.001183125,0.001073929,0.0002475836,0.003286389,0.004620172],"category_scores_gemma":[0.02829169,0.0000919838,0.0004108783,0.0002201105,0.0003804963,0.0004910507,0.0007026731,0.002346201,0.0006477995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384447,"about_ca_system_score_gemma":0.0005103345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338506,"about_ca_topic_score_gemma":0.002364421,"domain_scores_codex":[0.9968448,0.00161486,0.0001874576,0.0003182297,0.0007124423,0.000322361],"domain_scores_gemma":[0.9726165,0.01465953,0.005275325,0.0006913843,0.003589981,0.003167195],"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":[0.0156398,0.002953606,0.2649802,0.00193098,0.0008039333,0.02397433,0.02421569,0.00100388,0.06508087,0.01104234,0.2166192,0.3717552],"study_design_scores_gemma":[0.0005727237,0.01061767,0.3868194,0.0004261023,0.0004749133,0.02359688,0.01998929,0.003379474,0.02938269,0.004554423,0.5198599,0.0003266024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8914967,0.00360974,0.001507467,0.07118005,0.005007834,0.0001919995,0.000304644,0.0002470718,0.02645454],"genre_scores_gemma":[0.9686059,0.00063785,0.0008172638,0.01354962,0.002119202,0.00004057281,0.00006903998,0.00002251825,0.01413799],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004620172,"threshold_uncertainty_score":0.01545596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206781507165585,"score_gpt":0.4054705676984617,"score_spread":0.3847924169819033,"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."}}