{"id":"W4416109172","doi":"10.25071/zzavtc53","title":"#TruckersNotTrudeau","year":2025,"lang":"","type":"article","venue":"Canada Watch","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001689546,0.0002247786,0.0002200643,0.00006661502,0.0001907499,0.00006630379,0.0002096789,0.0001368487,0.0485489],"category_scores_gemma":[0.00005225209,0.000272271,0.00005730879,0.0003349414,0.00003950851,0.00008483289,0.00003471603,0.0002800895,0.001434401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734827,"about_ca_system_score_gemma":0.001411373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07029064,"about_ca_topic_score_gemma":0.8284797,"domain_scores_codex":[0.9985949,0.00005108745,0.0003589246,0.000261008,0.000349032,0.0003850574],"domain_scores_gemma":[0.9993049,0.00004058943,0.00003179343,0.0003732472,0.0001013538,0.0001481412],"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":[0.000004079466,0.000006303254,0.0003563216,0.0001346692,0.00006164767,0.000006336801,0.0001919771,0.006716907,0.0006479599,0.00009379411,0.9795029,0.01227717],"study_design_scores_gemma":[0.0003610325,0.000006652946,0.01027816,0.00008836932,0.00005491715,9.43371e-7,0.0003370772,0.02042771,0.0004941826,0.0002449922,0.967452,0.0002539443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2622212,0.002722064,0.008847699,0.09319242,0.07037743,0.001235981,0.000140287,0.000585429,0.5606775],"genre_scores_gemma":[0.9170937,0.0001105623,0.00008846397,0.00122063,0.00056666,0.00001578038,0.00002785008,0.00002743463,0.08084895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7581891,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007857667195365202,"score_gpt":0.2258671843748384,"score_spread":0.2180095171794732,"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."}}