{"id":"W7068366384","doi":"","title":"GenderTalk #460","year":2004,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Index (typography); Transsexual; Social activism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000533053,0.0008154491,0.0004516769,0.0007905135,0.00348786,0.002897646,0.0008072997,0.001216936,0.7249802],"category_scores_gemma":[0.001308441,0.000525583,0.000322861,0.001212325,0.0004336298,0.002766522,0.003072817,0.001471116,0.4187814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494857,"about_ca_system_score_gemma":0.002290164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515365,"about_ca_topic_score_gemma":0.05033026,"domain_scores_codex":[0.9996438,0.00004558537,0.000008795332,0.0000803978,0.0001324849,0.00008890132],"domain_scores_gemma":[0.9994202,0.00008440893,0.00002296359,0.00004053107,0.0001659604,0.0002659788],"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":[0.00001165559,0.00000936889,0.00004038664,0.00002541107,3.240358e-7,0.00001149782,0.000136255,0.000005010713,0.0001109907,0.001884292,0.9779812,0.01978366],"study_design_scores_gemma":[0.000002359594,0.000004182798,0.0002857643,0.00001740095,4.951439e-7,0.00001877709,0.0001750796,0.000005098012,0.0000634616,0.0003263394,0.9990991,0.000001915983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005218953,0.0009476335,0.0005726274,0.002436523,0.002015992,0.00007272673,0.00305593,0.001461763,0.9889149],"genre_scores_gemma":[0.0008836238,0.0002556805,0.0001449943,0.0004651475,0.00008326419,0.00004371088,0.0005009915,0.0004796107,0.997143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2750198,"threshold_uncertainty_score":0.3922823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005395668221506995,"score_gpt":0.1721379836597495,"score_spread":0.1667423154382425,"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."}}