{"id":"W7103890988","doi":"10.1080/07491409.2025.2573621","title":"Introduction: Communicating Feminist Futures","year":2025,"lang":"en","type":"article","venue":"Women s Studies in Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Conversation; Futures contract; Conversation analysis","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002348337,0.0001014701,0.0002237698,0.000123476,0.001517879,0.00004275306,0.0008760648,0.00008027478,0.00004604503],"category_scores_gemma":[0.001194136,0.000106254,0.00003098204,0.0006245803,0.0008870054,0.00009867164,0.0005090544,0.0003040174,0.00001567379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970647,"about_ca_system_score_gemma":0.0001354297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335401,"about_ca_topic_score_gemma":0.002951446,"domain_scores_codex":[0.9983448,0.0006532617,0.0003279367,0.0001778753,0.0001847909,0.0003112738],"domain_scores_gemma":[0.9979681,0.0006974364,0.0001165124,0.001043057,0.0001331827,0.00004173041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002010427,0.000119349,0.005248213,0.0000463448,0.00007996627,4.521384e-7,0.8259342,0.000007502028,0.00003593622,0.1142008,0.03202946,0.0222777],"study_design_scores_gemma":[0.0001699659,0.000008876708,0.0009361512,0.00004246291,0.00000563401,2.262854e-7,0.5847567,0.000002932407,0.00002027451,0.006934964,0.4070519,0.00006988047],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3127446,0.03038322,0.00003043126,0.05483533,0.002215181,0.0006737574,0.000003442527,0.0002503528,0.5988637],"genre_scores_gemma":[0.9764595,0.01678314,0.001128528,0.0007055139,0.0003000434,0.0002546211,0.000007442468,0.000006048681,0.004355155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6637149,"threshold_uncertainty_score":0.999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06264706961845562,"score_gpt":0.4047783545667065,"score_spread":0.3421312849482509,"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."}}