{"id":"W6959679543","doi":"10.11575/prism/39490","title":"Ethical Use of Technology in Digital Learning Environments: Graduate Student Perspectives, Volume 2","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Variety (cybernetics); Resource (disambiguation); Educational technology; Value (mathematics); Class (philosophy); Blended learning; Citizen journalism; Virtual learning environment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002932771,0.0001087321,0.00019943,0.0001623747,0.00001679762,0.000004150943,0.000161246,0.0006324147,0.0007795459],"category_scores_gemma":[0.00003580557,0.0001410622,0.00008332376,0.00008303412,0.0002383676,0.000002057035,0.0002892117,0.0003176958,0.000003389559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001810408,"about_ca_system_score_gemma":0.00003818547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001526651,"about_ca_topic_score_gemma":0.00006408548,"domain_scores_codex":[0.9993867,0.0000367573,0.00008237737,0.0002514002,0.0001466734,0.00009609971],"domain_scores_gemma":[0.9996264,0.000004355535,0.0001267849,0.0001845943,0.00002768659,0.00003016244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009364473,0.00181441,0.7373103,0.0008854551,0.003209933,0.0008485726,0.009877154,0.002681583,0.04460447,0.006089496,0.165728,0.0260142],"study_design_scores_gemma":[0.0008315319,0.0001814388,0.03800713,0.0001117141,0.00005683076,0.000006554633,0.005916483,0.00001805706,0.0004495558,0.00003276569,0.9541205,0.0002673986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9037141,0.003280316,0.004562289,0.0004002347,0.0001955522,0.0004926616,0.0001442678,0.00003427104,0.08717629],"genre_scores_gemma":[0.4605934,0.001990604,0.002356017,0.00002802388,0.00003505401,1.44585e-7,0.0006980706,0.00006312293,0.5342356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7883925,"threshold_uncertainty_score":0.8535482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181601462117225,"score_gpt":0.2145797112448569,"score_spread":0.2027636966236847,"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."}}