{"id":"W4319604046","doi":"","title":"Canadian Academic Librarians as Online Teachers","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Mathematics education; Computer science; Sociology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004492803,0.0004807981,0.0004910115,0.003787929,0.01823154,0.01461071,0.001902488,0.001812583,0.03277506],"category_scores_gemma":[0.0110425,0.0005774546,0.0003313879,0.009497392,0.005260361,0.004267264,0.005313553,0.00176766,0.009339993],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05972983,"about_ca_system_score_gemma":0.1643519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9159574,"about_ca_topic_score_gemma":0.9660742,"domain_scores_codex":[0.9901294,0.001492535,0.0002980704,0.0006729617,0.005003219,0.002403944],"domain_scores_gemma":[0.9832801,0.001373637,0.0009411015,0.0006385312,0.007304322,0.00646231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001480312,0.0002881727,0.03864475,0.0008018056,0.0000196864,0.0009021424,0.1765129,0.0001428579,0.00145268,0.03170572,0.3639652,0.3854161],"study_design_scores_gemma":[0.00001322783,0.00003369512,0.01623362,0.0001733116,0.00001305765,0.0002132961,0.08207935,0.00005288605,0.0003180789,0.0006904378,0.9001406,0.00003839603],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.201066,0.01522478,0.002258944,0.04591209,0.001494438,0.0005715493,0.002317164,0.001412111,0.7297429],"genre_scores_gemma":[0.401576,0.009352335,0.003448988,0.0163978,0.0002704405,0.0001335005,0.001270561,0.0002884148,0.5672619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9402702,"threshold_uncertainty_score":0.4333723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2966464241174903,"score_gpt":0.5761100695321085,"score_spread":0.2794636454146182,"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."}}