{"id":"W7054710229","doi":"","title":"ACPNS Legal Case Notes Series: 2022-50 Herring v. The Queen","year":2022,"lang":"en","type":"report","venue":"QUT ePrints (Queensland University of Technology)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herring; Queen (butterfly); Donation; Tax credit; Income tax; Tax court","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":[0.001673135,0.0006304564,0.00035862,0.001548466,0.01496037,0.004816874,0.00193209,0.01157299,0.07562759],"category_scores_gemma":[0.005448042,0.0008408341,0.000571206,0.001325835,0.001632763,0.00152116,0.001944946,0.007551468,0.0182373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01955744,"about_ca_system_score_gemma":0.05000627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8389825,"about_ca_topic_score_gemma":0.9233196,"domain_scores_codex":[0.9968089,0.0001780855,0.00008082563,0.0002264255,0.00157859,0.001127098],"domain_scores_gemma":[0.9974558,0.0004905066,0.00006241025,0.0001061215,0.001429514,0.0004557059],"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":[0.00003942613,0.00004745216,0.001012687,0.00003555623,0.000004185531,0.0006214114,0.0005668455,0.0001245113,0.0002725157,0.03789843,0.9544935,0.004883525],"study_design_scores_gemma":[0.00003349889,0.00002077795,0.004833127,0.00015639,0.00001644554,0.0002493032,0.001102757,0.0004341277,0.000701208,0.004002403,0.9884128,0.0000372781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007540354,0.001509592,0.0004374768,0.03599676,0.001903128,0.0003033027,0.004705354,0.0001867473,0.9474172],"genre_scores_gemma":[0.03357548,0.00063209,0.0002497493,0.02904697,0.0002777106,0.0001474729,0.001100449,0.00008229028,0.9348878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8389825,"threshold_uncertainty_score":0.3239315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775534476769038,"score_gpt":0.2597056682665353,"score_spread":0.2419503234988449,"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."}}