{"id":"W4403845312","doi":"10.54254/2753-7048/66/2024mu0045","title":"Hostile Work Environment Rules: Comparative Analysis of U.S. and Canadian Laws","year":2024,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Law; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001568059,0.0001040608,0.0001946231,0.0009561941,0.00006513292,0.0001107518,0.00007811116,0.0001005694,0.001194882],"category_scores_gemma":[0.00002288888,0.00008705472,0.0000269115,0.000695396,0.0001511331,0.0001997524,0.00001650785,0.0001411839,0.00003205944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895596,"about_ca_system_score_gemma":0.00007560908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274686,"about_ca_topic_score_gemma":0.07610694,"domain_scores_codex":[0.9993325,0.00001782188,0.000170591,0.0002597541,0.00006457954,0.0001547021],"domain_scores_gemma":[0.9996077,0.0001358071,0.00005712643,0.0001358497,0.00002876013,0.00003471455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003710073,0.0002961757,0.4860514,0.0001677013,0.0005640853,0.00001039376,0.007289744,0.00007812514,0.00003333117,0.2971346,0.008310013,0.2000274],"study_design_scores_gemma":[0.0001500997,0.00000769175,0.7021787,0.00003899188,0.0002359573,0.000001648425,0.0001207359,0.0004710062,0.000002595946,0.1093464,0.1872602,0.0001859679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832141,0.004677093,0.0003676867,0.006124783,0.0006894476,0.0001245365,0.000008751181,0.0000176857,0.004775896],"genre_scores_gemma":[0.9972149,0.0001172779,0.0001407625,0.001953957,0.0002941598,0.00001780585,0.0002325135,0.000004997783,0.00002369665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2161273,"threshold_uncertainty_score":0.9997182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726027897196037,"score_gpt":0.2810345529102306,"score_spread":0.2537742739382702,"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."}}