{"id":"W7054175661","doi":"","title":"ACPNS Legal Case Notes Series: 2024-142 Zanette v. Ottawa Chamber Music Society","year":2024,"lang":"en","type":"report","venue":"QUT ePrints (Queensland University of Technology)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribunal; Session (web analytics); Human rights","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001872755,0.0004161107,0.0005796538,0.0003895808,0.0001493693,0.00002781724,0.0004005521,0.001146967,0.000661526],"category_scores_gemma":[0.00002659765,0.0004699728,0.0003500984,0.0006580829,0.0003561764,0.000126613,0.0003415102,0.001181391,0.00032936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982086,"about_ca_system_score_gemma":0.000269876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271118,"about_ca_topic_score_gemma":0.001085001,"domain_scores_codex":[0.9984396,0.00001135407,0.0003017873,0.0005724947,0.0002821709,0.0003925549],"domain_scores_gemma":[0.9986782,0.00004143928,0.0001308322,0.0008567931,0.0001943642,0.00009838095],"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":[0.00001340136,0.0001040681,0.0009245605,0.001939723,0.001698916,0.01063152,0.0005063657,0.0003618179,0.002222449,0.003644005,0.9686648,0.009288324],"study_design_scores_gemma":[0.0002579975,0.00002972186,0.0001814996,0.0002298919,0.0003628057,0.002243793,0.000532059,0.0004320188,0.001420361,0.0005915317,0.993174,0.0005443673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5591179,0.003291334,0.007200308,0.0102242,0.003842994,0.002416381,0.004160625,0.008524643,0.4012216],"genre_scores_gemma":[0.8440552,0.005576394,0.009363255,0.00005066685,0.0003820456,0.00001546618,0.0002923444,0.0002545765,0.14001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849373,"threshold_uncertainty_score":0.9997752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519633479004815,"score_gpt":0.2143693289632901,"score_spread":0.199172994173242,"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."}}