{"id":"W7093337500","doi":"10.5281/zenodo.17410479","title":"Conscience Issue Tracker - October 2025","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Conscience; Center (category theory); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Drug industry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007123871,0.0004853621,0.0004646483,0.0001442235,0.005643352,0.001717066,0.002367186,0.0003124574,0.1138743],"category_scores_gemma":[0.001979047,0.000565958,0.0001834646,0.001204942,0.001183026,0.0002964321,0.003224544,0.0008997816,0.009641276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022953,"about_ca_system_score_gemma":0.00002795861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001429681,"about_ca_topic_score_gemma":1.776418e-7,"domain_scores_codex":[0.9962816,0.0001735018,0.0007127571,0.001274755,0.0006149037,0.0009425257],"domain_scores_gemma":[0.9969262,0.0001075964,0.0002344142,0.001278638,0.001129793,0.0003233023],"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":[0.0001700371,0.0004678101,0.00001860369,0.001345554,0.0002939352,0.00005071517,0.001318771,0.0000134382,0.1682563,0.000995669,0.7628782,0.06419104],"study_design_scores_gemma":[0.0008736661,0.0000427136,0.00007420521,0.0003228476,0.00009618393,0.00008652454,0.001646218,0.0001491756,0.1346906,0.0001920224,0.861389,0.0004368312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03321454,0.001632127,0.000360513,0.003692413,0.0003435666,0.0003167179,0.0007863253,0.0007123189,0.9589415],"genre_scores_gemma":[0.7950422,0.0008335507,0.0001059113,0.0004750219,0.0005296634,1.168262e-7,0.001327277,0.001026664,0.2006596],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7618276,"threshold_uncertainty_score":0.9996792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811820770841751,"score_gpt":0.2705222922160934,"score_spread":0.2424040845076759,"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."}}