{"id":"W4413243888","doi":"10.3138/ccar.v17i1.011","title":"Addressing Systemic Abuse in Quebec Long-Term Care Homes: The Class Action Solution","year":2021,"lang":"en","type":"article","venue":"Canadian Class Action Review","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Charter; Punitive damages; Context (archaeology); Collective action; Plaintiff; Class action; Economic Justice; Population; Action (physics); Political science; Public relations; Sociology; Law; Geography; Politics; State (computer science)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001089113,0.0002088455,0.0005008828,0.0001380204,0.0007765533,0.00005141147,0.0001979266,0.0003194254,0.00296424],"category_scores_gemma":[0.001515814,0.0001640481,0.0001279889,0.0006556204,0.00007355926,0.0004348139,0.00002797033,0.001323552,0.0006343315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551106,"about_ca_system_score_gemma":0.003425961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2454357,"about_ca_topic_score_gemma":0.9669804,"domain_scores_codex":[0.9955605,0.002241414,0.0008062309,0.0004191425,0.0003328466,0.0006398775],"domain_scores_gemma":[0.9974412,0.0006402514,0.0003836749,0.0006802054,0.0003753619,0.0004793168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000579897,0.0001381172,0.08901881,0.1653892,0.0001635248,0.0004749077,0.01422337,0.00002022607,0.001404183,0.001543857,0.1433371,0.5842286],"study_design_scores_gemma":[0.0003459947,0.00001268352,0.0397072,0.03282594,0.000155946,0.00003814419,0.01454912,0.00003498967,0.00002004236,0.000004561237,0.9120767,0.0002286506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4676094,0.356889,0.0002110811,0.1541383,0.007900974,0.005126012,0.0000793818,0.0002110966,0.007834713],"genre_scores_gemma":[0.8131404,0.1635706,0.00002263197,0.01565409,0.00102237,0.0005930567,0.0003590651,0.00004868723,0.005589121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7687396,"threshold_uncertainty_score":0.9979472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946213594150253,"score_gpt":0.4700664593457103,"score_spread":0.2754450999306851,"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."}}