{"id":"W7161975714","doi":"10.82308/7123","title":"Non-profit advocacy and discursive opportunity structures: the case of Ontario’s sex education debates","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Dissent; Reproductive health; Curriculum; Context (archaeology); Government (linguistics); Public policy; Health policy; Sexual and reproductive health and rights","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01275899,0.0004837098,0.0004858359,0.002261863,0.07542975,0.01588456,0.003027734,0.005176188,0.004845703],"category_scores_gemma":[0.01686234,0.0005355909,0.0005389893,0.003601284,0.05252088,0.004977459,0.01028516,0.005083972,0.0002739674],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2154086,"about_ca_system_score_gemma":0.1726409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9590306,"about_ca_topic_score_gemma":0.9794127,"domain_scores_codex":[0.980825,0.008145395,0.0003844652,0.001014106,0.003832226,0.005798775],"domain_scores_gemma":[0.9766476,0.01272133,0.001746883,0.001142011,0.00323386,0.004508323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003225301,0.0000236546,0.004340702,0.00006462595,0.000007523022,0.001587919,0.8634543,0.0001741134,0.0002681825,0.120837,0.004046633,0.005163074],"study_design_scores_gemma":[0.00001828943,0.0000115146,0.005317999,0.0001861821,0.000011849,0.0001649356,0.8132254,0.0002829109,0.0002034558,0.009546189,0.1709971,0.00003408167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6560789,0.001843016,0.002468267,0.05780292,0.0002837367,0.000253413,0.0001347185,0.00003469533,0.2811004],"genre_scores_gemma":[0.9826277,0.0004207361,0.0005254595,0.00155515,0.00003177257,0.00004443323,0.00002674962,0.00002290086,0.01474512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2154086,"threshold_uncertainty_score":0.9100148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05822094759975865,"score_gpt":0.4679824677879471,"score_spread":0.4097615201881885,"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."}}