{"id":"W4392415591","doi":"10.5771/9781538170205-75","title":"3 Attempts to “Finish the Job”","year":2023,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001636333,0.0004957464,0.0005381998,0.0002814369,0.0008719903,0.001283896,0.001672805,0.001016425,0.001597425],"category_scores_gemma":[0.0005370557,0.0004206671,0.0004307799,0.00009390181,0.000446746,0.0002066871,0.000361625,0.00113022,0.001967332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429153,"about_ca_system_score_gemma":0.0008955844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657143,"about_ca_topic_score_gemma":0.008722005,"domain_scores_codex":[0.9962167,0.0001256395,0.0005581639,0.000805842,0.001316321,0.0009774052],"domain_scores_gemma":[0.9971012,0.000682543,0.0002339799,0.001052053,0.000257041,0.0006731754],"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":[0.000009494946,0.000004139951,0.00002740565,0.00002252542,0.00009405807,0.00003164203,0.03760873,3.32698e-7,0.000002307651,0.2885945,0.6559981,0.01760678],"study_design_scores_gemma":[0.0001495975,0.00005555552,0.0001231198,0.00009564064,0.00007672064,0.000001745825,0.009721645,1.998868e-7,0.000005742437,0.03767355,0.9516101,0.0004864015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001802652,0.0001139017,0.00001563983,0.01358855,0.005728802,0.0009261104,0.00003761381,0.0004585463,0.9789506],"genre_scores_gemma":[0.01350021,0.00003480182,0.00004305894,0.006860564,0.003558459,0.00009741751,0.00003512931,0.0001322596,0.9757381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.295612,"threshold_uncertainty_score":0.9998245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.066477914729616,"score_gpt":0.2929117678584843,"score_spread":0.2264338531288683,"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."}}