{"id":"W7049557188","doi":"","title":"GenderTalk #528","year":2005,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Diversity (politics); Transgender; Human trafficking; Lesbian","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007966202,0.0002875194,0.0003161757,0.00009142313,0.00005826982,0.00004019546,0.0002300112,0.0001726123,0.8360277],"category_scores_gemma":[0.000004408862,0.0002824046,0.0002320083,0.000008000131,0.00008197617,1.410699e-7,0.00004368858,0.0001983852,0.00773209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001599988,"about_ca_system_score_gemma":0.00002481953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484258,"about_ca_topic_score_gemma":0.0001909407,"domain_scores_codex":[0.9988458,0.00003001438,0.0004584582,0.0001648229,0.0002508646,0.0002501015],"domain_scores_gemma":[0.9990277,0.00003661677,0.0004765514,0.0002943878,0.00005902374,0.0001056876],"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":[0.00001216601,0.00005571695,0.00001218819,0.00008410763,0.0001327155,0.000001080057,0.00009673041,0.0001856986,1.620834e-7,0.0005669687,0.9923385,0.00651392],"study_design_scores_gemma":[0.0003999072,0.00003200057,0.00001471114,0.00005508686,0.00004653709,0.000003383845,0.0001271366,0.000008808111,0.000002347546,0.00003918297,0.9989714,0.0002994969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001540239,0.0002471808,0.000002589115,0.00006424451,0.0002037293,0.0002689034,0.0002955846,0.000112781,0.9987896],"genre_scores_gemma":[0.004887771,0.00004366168,0.0005302759,0.0001172373,0.0006219776,0.00001559503,0.0003818062,0.0001025248,0.9932991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8282956,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004191975998675384,"score_gpt":0.1773348450535748,"score_spread":0.1731428690548995,"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."}}