{"id":"W4234707556","doi":"10.1007/978-3-319-19650-3_3192","title":"Women and Competition, The Oxford Handbook of","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Competition (biology); History; Economic history; Sociology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001860735,0.0001363004,0.0004821287,0.0001365192,0.00006216967,0.00003621255,0.0001215346,0.00009568633,0.0466625],"category_scores_gemma":[0.000009043652,0.0001191082,0.0001510706,0.00003418881,0.00009720246,0.00003017929,0.00006744481,0.000117157,0.0001629312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003003935,"about_ca_system_score_gemma":0.00001480469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001685546,"about_ca_topic_score_gemma":0.00002716761,"domain_scores_codex":[0.999113,0.000004389653,0.00049243,0.0002493735,0.00003375524,0.0001070171],"domain_scores_gemma":[0.9992617,0.00003618662,0.0002819825,0.0003221091,0.00004805068,0.00005000447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000196346,0.000007042017,0.0002127625,0.00002603852,0.0001471725,0.000001017374,0.0001041106,0.000001071327,9.715221e-7,0.9982554,0.0009284029,0.0003140708],"study_design_scores_gemma":[0.0001075064,0.00001575031,0.0001235281,0.00003430315,0.00001050339,0.000002344607,0.0000423637,0.00003377138,0.000007312188,0.2953901,0.7040992,0.0001332773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002056262,0.008968681,0.002038638,0.0003914005,0.00009799626,0.0000639173,0.0001100288,0.00001093757,0.9881127],"genre_scores_gemma":[0.01494339,0.0116501,0.0001578897,0.0006599776,0.0000750724,0.0000112181,0.00005583982,0.00002112593,0.9724254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7031708,"threshold_uncertainty_score":0.954209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541170813594158,"score_gpt":0.1866790059082408,"score_spread":0.1612672977722992,"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."}}