{"id":"W3206846191","doi":"10.1080/08923647.2021.1989234","title":"Speaking Personally–with Farhad Saba and Rick Shearer","year":2021,"lang":"en","type":"article","venue":"American Journal of Distance Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Distance education; Library science; Sociology; Field (mathematics); Pedagogy; Computer science","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":[0.002430545,0.001090366,0.0005716025,0.0008084367,0.009997813,0.006656516,0.0007765808,0.002464746,0.06545176],"category_scores_gemma":[0.007018286,0.0003618594,0.0004397756,0.0006632873,0.002981775,0.004795904,0.00388095,0.006876332,0.05342428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987189,"about_ca_system_score_gemma":0.002554947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194323,"about_ca_topic_score_gemma":0.004923452,"domain_scores_codex":[0.9980204,0.0006030099,0.00006926367,0.0003764589,0.0006807221,0.0002501158],"domain_scores_gemma":[0.9965432,0.000832178,0.0002431816,0.0002147511,0.001078272,0.00108837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003146799,0.00002201009,0.0001060241,0.00004554021,0.000003540705,0.00006384077,0.00345535,0.00001708266,0.0003138447,0.005708466,0.9656084,0.02462442],"study_design_scores_gemma":[0.00000111198,0.000007938264,0.0001287163,0.000034576,9.420035e-7,0.00006733371,0.002206069,0.000008453787,0.00006250013,0.0005118235,0.996965,0.000005596442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006903336,0.0470738,0.003242457,0.456204,0.1459947,0.0001068257,0.0004453449,0.0007016199,0.3393279],"genre_scores_gemma":[0.05008648,0.01301071,0.001740479,0.08264509,0.02748402,0.0001059481,0.0002236508,0.0004521862,0.8242514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06545176,"threshold_uncertainty_score":0.218958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007624436020062437,"score_gpt":0.3076065164749179,"score_spread":0.2999820804548555,"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."}}