{"id":"W7037761564","doi":"","title":"E-Learning Research and Development for Diverse Needs : A Case at the University of Toronto","year":2009,"lang":"en","type":"other","venue":"Infolib","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Diversity (politics); Exposition (narrative); Agency (philosophy)","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":[0.003022145,0.0003971546,0.0002046831,0.0009500215,0.03273438,0.007430676,0.001757072,0.005566954,0.02584561],"category_scores_gemma":[0.006431694,0.0005383029,0.0003272456,0.00271092,0.007245468,0.003783886,0.007728024,0.004293978,0.001855023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03014366,"about_ca_system_score_gemma":0.06813638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6264626,"about_ca_topic_score_gemma":0.8954086,"domain_scores_codex":[0.9961531,0.001081734,0.00009849521,0.0002505107,0.00067084,0.001745418],"domain_scores_gemma":[0.9773043,0.004621526,0.0004874889,0.0007347757,0.002117868,0.01473398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002540128,0.0006907879,0.04346768,0.0004550493,0.00004039058,0.04780144,0.3883206,0.001444972,0.004639248,0.1458845,0.2043593,0.1626419],"study_design_scores_gemma":[0.00006417697,0.0001782325,0.03639436,0.000338621,0.0000284434,0.003822324,0.3758964,0.001385301,0.001241562,0.007041743,0.5735056,0.0001031427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5103197,0.002513917,0.004706019,0.1625196,0.0004573592,0.0003041482,0.0003226759,0.0003489104,0.3185077],"genre_scores_gemma":[0.7788396,0.001604031,0.005472263,0.006000049,0.00009417201,0.00008508982,0.000128981,0.0001773715,0.2075984],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6264626,"threshold_uncertainty_score":0.7514745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991027917678381,"score_gpt":0.2703314101023658,"score_spread":0.240421130925582,"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."}}