{"id":"W6927229835","doi":"10.25916/sut.26296993.v1","title":"Network neutrality in the Great White North (and its impact on Canadian culture)","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutrality; Net neutrality; Legislature; White paper; Competition (biology); Frame (networking)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004496622,0.0001101439,0.00008923576,0.000006322301,0.0001295061,0.0001218999,0.0001555231,0.00005118123,0.009778522],"category_scores_gemma":[0.00004681049,0.00002871951,0.00004447269,0.000278174,0.0000031129,0.0000644966,0.00002857597,0.0001365768,0.0003291975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234725,"about_ca_system_score_gemma":0.00001302025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245322,"about_ca_topic_score_gemma":0.3697294,"domain_scores_codex":[0.9993446,0.00005481538,0.00007304575,0.0001824185,0.00007379958,0.0002712628],"domain_scores_gemma":[0.9997531,0.0001144917,0.00001249992,0.00003006577,0.00001294484,0.00007686182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001308639,0.000008921153,0.01567289,0.00003534382,0.00002329096,0.0002090148,0.0007721112,0.0000270855,0.0004401194,0.00003978912,0.9765546,0.006203782],"study_design_scores_gemma":[0.00001315309,0.00004853429,0.8446667,0.0001964645,0.000002691796,0.00001522229,0.00002191515,0.00002471309,0.000003538274,0.0000169083,0.1549127,0.00007744868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802777,0.00121022,2.292796e-10,0.001480138,0.00004563562,0.0001768956,0.2148753,0.00003041067,0.001903733],"genre_scores_gemma":[0.9773524,0.00002042386,2.917716e-7,0.0005575134,0.0002824859,0.00003718264,0.02160567,5.238768e-7,0.0001435197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8289939,"threshold_uncertainty_score":0.9911267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339367697618973,"score_gpt":0.2425979166008468,"score_spread":0.1992042396246571,"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."}}