{"id":"W7054684943","doi":"","title":"ACPNS Legal Case Notes Series: 2023-134 Costa v. Seneca College of Applied Arts and Technology","year":2023,"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; George (robot); Order (exchange); The arts; Applied arts","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":[0.0001727903,0.000347734,0.0007892995,0.001309136,0.0001465787,0.000006102403,0.0004458301,0.001274684,0.00005882042],"category_scores_gemma":[0.00006913764,0.0004153877,0.00008986278,0.00128103,0.000671688,0.00006702079,0.0004422192,0.0006595466,0.00004571256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498989,"about_ca_system_score_gemma":0.0002421771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004914833,"about_ca_topic_score_gemma":0.001147249,"domain_scores_codex":[0.9985665,0.000007412545,0.000355301,0.0005082198,0.0002229048,0.0003396255],"domain_scores_gemma":[0.9984919,0.00007517285,0.0002311734,0.0008402309,0.0002821036,0.00007935141],"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":[0.0006873597,0.001176767,0.02148445,0.01345817,0.009175928,0.03920643,0.001298396,0.001721497,0.08414608,0.1897947,0.5406429,0.09720734],"study_design_scores_gemma":[0.001643371,0.0001695475,0.001036043,0.0005133759,0.0005924604,0.002652928,0.004354747,0.0004250812,0.03312173,0.005919938,0.9483141,0.001256717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878677,0.000863273,0.002240037,0.005095358,0.0007236388,0.002827773,0.009544057,0.005167873,0.08567024],"genre_scores_gemma":[0.9837967,0.0042531,0.004220781,0.000003946579,0.00004230748,0.00001295355,0.0001226656,0.0001007172,0.00744679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076712,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134351649713979,"score_gpt":0.2283048954102642,"score_spread":0.2069613789131244,"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."}}