{"id":"W4385807677","doi":"10.1002/wmh3.585","title":"A new chapter in the fight for menstrual justice By Anita Diamant, New York, London, Toronto, Sydney, and New Delhi: Scribner. 2021. pp. 170. ISBN: 978‐1‐9821‐4430‐2 (e‐book)","year":2023,"lang":"en","type":"article","venue":"World Medical & Health Policy","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Menstruation; Curse; Sociology; History; Shame; Economic Justice; Gender studies; Psychology; Law; Political science; Medicine; Anthropology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001268283,0.0004966067,0.0009541681,0.000279932,0.0003598549,0.00004630074,0.0004058277,0.0003158359,0.002184189],"category_scores_gemma":[0.001624232,0.0003715033,0.0001445449,0.0009528301,0.0001767408,0.0001620296,0.0001313532,0.0008510471,0.0001714926],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000369765,"about_ca_system_score_gemma":0.007611389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09475069,"about_ca_topic_score_gemma":0.04431178,"domain_scores_codex":[0.9946368,0.0001986071,0.001190607,0.0007840205,0.001214432,0.001975517],"domain_scores_gemma":[0.9929063,0.0009759734,0.0002518837,0.0006415536,0.00006177197,0.005162507],"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":[0.0003781113,0.00008004447,0.0002273691,0.00077382,0.00002282553,0.00003988378,0.002174457,2.414862e-7,0.000005098925,0.01050752,0.8205,0.1652907],"study_design_scores_gemma":[0.007497845,0.0009216366,0.001181541,0.0007070516,0.00009675789,0.0001117855,0.001022795,0.0003281421,0.00000497815,0.001122029,0.9867007,0.0003047192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001770961,0.09180705,0.0006690656,0.8881154,0.001216991,0.004133931,0.0001770921,0.0002173742,0.01189213],"genre_scores_gemma":[0.01579129,0.05829876,0.003838524,0.7994377,0.01515227,0.0004414541,0.0008873838,0.000253575,0.1058991],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1662008,"threshold_uncertainty_score":0.9998737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591914423913746,"score_gpt":0.3877688602036898,"score_spread":0.3318497159645523,"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."}}