{"id":"W7008662676","doi":"","title":"City Beat: VPD And Traffic Cameras, Fracked Gas Heating, Earthquake Prep","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Fusible alloy; Hemopericardium","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006488457,0.002680178,0.002417613,0.002595125,0.00007481302,0.0008213879,0.002172719,0.0006202001,0.02541688],"category_scores_gemma":[0.0002990514,0.002598908,0.001127365,0.0004121529,0.002205081,0.0002187541,0.002498713,0.003537804,0.04532898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880304,"about_ca_system_score_gemma":0.0002330877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03406469,"about_ca_topic_score_gemma":0.1055277,"domain_scores_codex":[0.9895457,0.001144357,0.001775656,0.004032026,0.001337776,0.002164493],"domain_scores_gemma":[0.9949921,0.0006963448,0.001067407,0.001994165,0.00007498579,0.001175006],"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":[0.0005760524,0.0003824502,0.0007335513,0.0009465071,0.002164991,0.0008185611,0.010592,0.00002386183,0.0004027172,0.001344944,0.9794459,0.002568495],"study_design_scores_gemma":[0.001686388,0.0008761898,0.000809853,0.007182215,0.0006208952,0.0005742594,0.0001605211,0.007490796,0.0002431532,0.002721894,0.9751595,0.002474352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05346436,0.004958322,0.00124378,0.0001628994,0.001978876,0.002822928,0.008585635,0.003359542,0.9234236],"genre_scores_gemma":[0.1103643,0.0003627121,0.003235958,0.0003208279,0.00174081,0.0003408286,0.002204059,0.004595167,0.8768353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07146305,"threshold_uncertainty_score":0.9987611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397359465179693,"score_gpt":0.2534160360232705,"score_spread":0.2394424413714736,"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."}}