{"id":"W4236054452","doi":"10.24124/2010/bpgub635","title":"Gender harassment of women in unionized nontraditional professional occupations in British Columbia: An evaluation of legal redress procedures.","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Redress; Harassment; Political science; Gender studies; Sociology; Law","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":[0.003054715,0.0001144958,0.0004060271,0.0002289715,0.0002502806,0.00008360717,0.0001929916,0.0003920405,0.002075305],"category_scores_gemma":[0.001062091,0.0001675964,0.00004693417,0.0006297135,0.000132839,0.0003877081,0.00001367491,0.0003179231,8.86985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814891,"about_ca_system_score_gemma":0.005255265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06636711,"about_ca_topic_score_gemma":0.9458439,"domain_scores_codex":[0.9965771,0.0005052465,0.0007094668,0.000322744,0.001559517,0.0003258847],"domain_scores_gemma":[0.997743,0.0001168948,0.0004187509,0.0001129996,0.001510715,0.00009767897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005471614,0.008055917,0.702591,0.0008794597,0.0002926511,0.000007681171,0.2466324,0.001013186,0.001123435,0.01476704,0.009739198,0.01435089],"study_design_scores_gemma":[0.001387879,0.00003895077,0.9276339,0.0001760326,0.00003100761,3.137516e-7,0.0671429,0.000362292,0.00002226907,0.002767582,0.000249925,0.0001869493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858258,0.00006614117,0.000005156044,0.00005797454,0.0007304923,0.001148478,0.00009684497,0.00001878195,0.01205033],"genre_scores_gemma":[0.9914997,0.00005396654,0.0002496266,0.00002735279,0.0001026579,0.0006879536,0.001807079,0.00001366796,0.005557966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8794768,"threshold_uncertainty_score":0.9988369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365680937347084,"score_gpt":0.3977564626768059,"score_spread":0.3440996533033351,"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."}}