{"id":"W4388026118","doi":"10.2991/978-2-38476-126-5_148","title":"Research on the Menstrual Culture in Canada from the Symbolism and Feminism Perspectives","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Feminism; Gender studies; Sociology; Anthropology; Art; History","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01091188,0.0004082148,0.0005941369,0.002792545,0.01129705,0.001056487,0.00126296,0.0002494373,0.000317818],"category_scores_gemma":[0.001403735,0.0003079259,0.00005088359,0.002739106,0.03201442,0.001314813,0.0006460288,0.003912929,0.00001398405],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004261482,"about_ca_system_score_gemma":0.03462143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09680446,"about_ca_topic_score_gemma":0.4973551,"domain_scores_codex":[0.9898104,0.0008043649,0.0007362977,0.001422894,0.005316081,0.00190993],"domain_scores_gemma":[0.9939362,0.002746768,0.0001988189,0.0004294414,0.002326992,0.0003617845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007355691,0.0001374617,0.0008232086,0.0001420864,0.000004040327,0.000003307852,0.1212436,1.957548e-7,0.00000477702,0.8316147,0.003658646,0.04229447],"study_design_scores_gemma":[0.0002706376,0.0001428496,0.009960486,0.0003997635,0.000003449957,0.00000266881,0.5598837,0.000004965437,0.000002685368,0.1795326,0.2495838,0.0002123564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06428956,0.02617184,9.44269e-8,0.004313784,0.001067312,0.001874331,0.00007376276,0.00002062503,0.9021887],"genre_scores_gemma":[0.7586068,0.08178183,0.0000234138,0.001066784,0.002643071,0.0006034244,0.00004705325,0.00005713229,0.1551705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7470182,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146554001101057,"score_gpt":0.489089964566872,"score_spread":0.3425359634658151,"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."}}