{"id":"W3183257312","doi":"10.3167/ghs.2021.140202","title":"Call-and-Response","year":2021,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Sociology; Diversification (marketing strategy); Field (mathematics); Media studies; Social justice; 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":[0.0006088095,0.00007443139,0.0001596203,0.00002292714,0.0004631909,0.00002637614,0.00006685208,0.00004693031,0.0000380383],"category_scores_gemma":[0.001543955,0.00006747274,0.0000370539,0.0001360926,0.000221423,0.00004780679,0.00008954344,0.00006868588,0.00005135383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834134,"about_ca_system_score_gemma":0.0002383219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006223981,"about_ca_topic_score_gemma":0.001068132,"domain_scores_codex":[0.9990055,0.000235735,0.0001015603,0.000179477,0.0002221312,0.000255577],"domain_scores_gemma":[0.9992749,0.0003661998,0.00002479411,0.0001039842,0.0001321285,0.00009797891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006189685,0.00007588534,0.007203964,0.00002822233,0.0002427979,0.0001424102,0.9205962,5.408945e-7,0.001255123,0.005425452,0.04463544,0.02033205],"study_design_scores_gemma":[0.0004003574,0.00004878308,0.01956981,0.00002028319,0.00004851085,0.000004990367,0.5977684,4.379384e-7,0.0008487829,0.001934721,0.3791703,0.000184631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262942,0.01960719,0.00001953908,0.01587349,0.001195161,0.0001132684,0.000004958894,0.00009912095,0.03679305],"genre_scores_gemma":[0.9770809,0.004541319,0.0002042073,0.0006309273,0.0002356729,0.00001455248,6.712691e-7,0.000005334355,0.01728642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345349,"threshold_uncertainty_score":0.3562537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824439573334658,"score_gpt":0.3903319572941565,"score_spread":0.3078879999606907,"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."}}