{"id":"W7062849606","doi":"","title":"2008 WINGS #25-08 Bad Biotech, Part I and 2","year":2008,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geneticist; Club; Terminator (solar); Economic Justice; Social justice","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":[0.0000813395,0.0002759028,0.0003105195,0.00005653893,0.00008570762,0.00003314513,0.0001593637,0.0001738836,0.2794678],"category_scores_gemma":[0.000007320902,0.0002709523,0.00008191532,0.000008600362,0.0001243704,3.396788e-7,0.00006514233,0.0001991108,0.007276386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001202858,"about_ca_system_score_gemma":0.00002751956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696197,"about_ca_topic_score_gemma":0.00006886633,"domain_scores_codex":[0.9989182,0.00002049625,0.0003979293,0.0001643948,0.0002257323,0.0002732301],"domain_scores_gemma":[0.9992768,0.00003012458,0.0003293505,0.0002108828,0.00004888085,0.0001040166],"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":[0.00001647649,0.00001877465,0.0001580237,0.00007947717,0.00005768692,0.000003058703,0.0001176694,0.000008789377,8.658561e-7,0.00001713537,0.9949313,0.004590786],"study_design_scores_gemma":[0.0004182977,0.00003955792,0.00008721652,0.0001356198,0.00002140087,0.0000134615,0.00002871031,0.00002068644,0.0001012021,0.000004968626,0.9988165,0.0003123112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001634128,0.0002574978,5.914386e-7,0.00005175179,0.0001902473,0.0002176239,0.0001140515,0.00008843181,0.9974457],"genre_scores_gemma":[0.006123316,0.0003095247,0.0003960832,0.00007465354,0.000263114,0.00001304811,0.0001289721,0.000068568,0.9926227],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2721914,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005596940625862029,"score_gpt":0.1757462039045085,"score_spread":0.1701492632786465,"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."}}