{"id":"W4392327659","doi":"10.51644/9781554581238-038","title":"From Marginalized to “Establishment”: Doing Feminist Sociology in Canada, Australia, and New Zealand","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gender studies; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006036742,0.0002501769,0.0005277582,0.00005737616,0.0002696717,0.00005256665,0.0002702339,0.0004690083,0.01233749],"category_scores_gemma":[0.0001875303,0.0002359639,0.00005948301,0.00003383215,0.0003625028,0.000132682,0.00009436806,0.0005727564,0.00008354562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004409651,"about_ca_system_score_gemma":0.001678162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869834,"about_ca_topic_score_gemma":0.971194,"domain_scores_codex":[0.9982432,0.0003007236,0.0003533769,0.0004736409,0.0002584204,0.0003706397],"domain_scores_gemma":[0.9973667,0.001859044,0.0001757771,0.0001653831,0.00002739462,0.0004056505],"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":[0.0004030101,0.00001480978,0.009937818,0.000007554771,0.0001261793,0.0006497774,0.03597709,0.000001693523,0.00000531788,0.2795527,0.6666877,0.006636331],"study_design_scores_gemma":[0.0002817588,0.00003416834,0.0008521605,0.00003417871,0.00001579942,0.000002119584,0.001631744,9.798282e-8,5.322273e-7,0.04606738,0.9507902,0.0002898465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0161702,0.0005325759,0.000005630935,0.008885413,0.0003927357,0.0003702681,0.00008612897,0.000027456,0.9735296],"genre_scores_gemma":[0.08913392,0.0006623792,0.0003531674,0.002533627,0.0005369375,0.000005195465,0.00003992226,0.00001312637,0.9067217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2841025,"threshold_uncertainty_score":0.9885654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101065725815488,"score_gpt":0.3238923279788356,"score_spread":0.2228266021633476,"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."}}