{"id":"W7054549947","doi":"","title":"ACPNS Legal Case Notes Series: 2022-177 Empower Simcoe v. JL","year":2022,"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":"Appeal; Tribunal; Accommodation; Human rights; Legal action; Reasonable accommodation; Legislation","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002000024,0.0003603124,0.0005783513,0.0006591832,0.0002852274,0.000015958,0.0006986772,0.0007383914,0.0023244],"category_scores_gemma":[0.00005451469,0.0004427958,0.0002114691,0.0006506426,0.0002719911,0.0001320127,0.0005109454,0.001118409,0.00009972269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409839,"about_ca_system_score_gemma":0.00030979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438553,"about_ca_topic_score_gemma":0.0007291994,"domain_scores_codex":[0.998467,0.00002147176,0.0002900502,0.0005122464,0.0003416553,0.0003675622],"domain_scores_gemma":[0.9984792,0.0000535342,0.0001765978,0.001005442,0.0001876917,0.00009749957],"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":[0.0002438718,0.001010897,0.01933565,0.00278629,0.004451051,0.04838096,0.001551075,0.004254481,0.006684949,0.01557207,0.8459996,0.04972909],"study_design_scores_gemma":[0.0003624173,0.00005361024,0.0003570408,0.00005567383,0.000171108,0.001425682,0.0008413801,0.0001172332,0.001136959,0.0003384511,0.9946526,0.0004878098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.556881,0.002265964,0.007790158,0.005257096,0.00274991,0.00274055,0.004972182,0.007258613,0.4100845],"genre_scores_gemma":[0.9140406,0.006532573,0.004764679,0.00002485682,0.0001685058,0.00002035168,0.0004853961,0.0001921107,0.07377099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3571595,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294255358084252,"score_gpt":0.2171572932198173,"score_spread":0.2042147396389748,"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."}}