{"id":"W4322490227","doi":"10.7202/1096955ar","title":"Bloody Burdens: Post-secondary Students and Menstruation on Campus","year":2023,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Menstruation; Thematic analysis; Psychology; Medical education; Public relations; Medicine; Qualitative research; Political science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289923,0.0002352953,0.000462875,0.00009126334,0.000496055,0.0000298599,0.00008611925,0.0001999225,0.0000343637],"category_scores_gemma":[0.001823622,0.0001931645,0.00006256907,0.0003697136,0.0003664431,0.00006883571,0.0001383157,0.0004665888,0.00009068791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009267365,"about_ca_system_score_gemma":0.00006447819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006246301,"about_ca_topic_score_gemma":0.00005017014,"domain_scores_codex":[0.9978853,0.0001157068,0.0003731825,0.000439977,0.0006062406,0.0005795514],"domain_scores_gemma":[0.9989992,0.000388909,0.00004217877,0.0001140863,0.0002569673,0.0001986959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003452369,0.002822012,0.1361634,0.0282428,0.002018657,0.005435855,0.2682069,0.000008978693,0.001992877,0.1396703,0.3521902,0.05979567],"study_design_scores_gemma":[0.00882002,0.001576737,0.6674273,0.0005718569,0.001897159,0.0001807824,0.2894335,0.0000570792,0.00005008623,0.005288248,0.02385722,0.0008399711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710812,0.004221779,0.000006496688,0.005997138,0.001619576,0.0006286282,0.00004339946,0.0001596027,0.01624216],"genre_scores_gemma":[0.9890283,0.00277907,0.0001319898,0.006822354,0.0006593366,0.00004954669,0.00007396723,0.00002199517,0.0004334449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5312639,"threshold_uncertainty_score":0.7877021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09056614314288727,"score_gpt":0.4512263019971746,"score_spread":0.3606601588542874,"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."}}