{"id":"W7106523679","doi":"10.5281/zenodo.17705039","title":"Conscience Issue Tracker - November 2025","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Conscience; Bidding; Drug industry; Battle; Drug trial","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":[0.003860717,0.0004108385,0.0005829372,0.00121412,0.00475479,0.001199874,0.002402602,0.0002387261,0.1238852],"category_scores_gemma":[0.005902087,0.0003901914,0.0001508917,0.004504285,0.002571405,0.0005233871,0.002257898,0.001169795,0.03720752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330433,"about_ca_system_score_gemma":0.0001352936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009825502,"about_ca_topic_score_gemma":0.000001337062,"domain_scores_codex":[0.9939193,0.0006264536,0.0007931829,0.001380996,0.001763099,0.001516941],"domain_scores_gemma":[0.9949876,0.0001638644,0.0001856341,0.001397884,0.00229047,0.0009745152],"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":[0.0003035679,0.0006057083,0.00005449505,0.0004555046,0.0001225828,0.0001277672,0.002287904,0.00001150617,0.01633708,0.006313961,0.7099627,0.2634172],"study_design_scores_gemma":[0.002684479,0.0007493774,0.003541564,0.0006516627,0.0001300586,0.0001905149,0.002956911,0.001180744,0.002974555,0.0001852204,0.984428,0.0003269061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02439908,0.002900597,0.003800357,0.01939459,0.00177753,0.002139373,0.000237433,0.0007820932,0.9445689],"genre_scores_gemma":[0.8113593,0.002804471,0.00029763,0.005089014,0.001180633,2.049558e-7,0.0007749021,0.001498981,0.1769948],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7869602,"threshold_uncertainty_score":0.999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991983810663473,"score_gpt":0.3148102574705265,"score_spread":0.2748904193638918,"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."}}