{"id":"W2607592040","doi":"","title":"How to Prove You’re a Woman","year":2016,"lang":"en","type":"article","venue":"Island writer","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009483605,0.00003868504,0.00004384286,0.00003045921,0.0001039079,0.0001089742,0.00008057359,0.00003505195,0.0001329829],"category_scores_gemma":[0.00004651832,0.00002261523,0.00002492642,0.00005272796,0.0000372666,0.00009431261,0.00001816448,0.00001803211,0.0001102367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002073427,"about_ca_system_score_gemma":0.00002502991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579723,"about_ca_topic_score_gemma":0.001353765,"domain_scores_codex":[0.9994693,0.00003368993,0.00004480029,0.0001124443,0.0001483986,0.0001913474],"domain_scores_gemma":[0.9997437,0.00002317458,0.00001402218,0.00009314656,0.00003873771,0.00008723664],"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":[0.00004135536,0.0001598896,0.1254585,0.00003096549,0.0000700024,0.00004026936,0.205099,8.381511e-7,0.01179441,0.1164816,0.4436596,0.09716353],"study_design_scores_gemma":[0.000322765,0.00004030791,0.0135933,0.00001879331,0.000005650176,6.527104e-7,0.005197471,0.000001723365,0.000904349,0.01181917,0.9679623,0.000133514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5757903,0.00003493572,0.002376769,0.1913359,0.0006158582,0.0004248371,0.00003543005,0.00006712563,0.2293188],"genre_scores_gemma":[0.9090537,0.000004930455,0.00007572625,0.0004996143,0.0004200165,0.00001020361,7.326182e-7,0.000003833826,0.08993121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5243027,"threshold_uncertainty_score":0.1456069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310911443499884,"score_gpt":0.3149823227178137,"score_spread":0.2818732082828149,"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."}}