{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004164069,0.001162037,0.001251745,0.002168726,0.003939555,0.01046984,0.002033807,0.01383007,0.3673896],"category_scores_gemma":[0.01853739,0.0007861348,0.001476313,0.0014183,0.001016466,0.003667975,0.003082404,0.01086629,0.3278432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436354,"about_ca_system_score_gemma":0.006109625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008357553,"about_ca_topic_score_gemma":0.02666841,"domain_scores_codex":[0.9955532,0.0003452311,0.0001843314,0.0003015708,0.002888121,0.0007275017],"domain_scores_gemma":[0.9886416,0.001761456,0.0006270768,0.0006592929,0.005786662,0.002523866],"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":[0.000009256745,0.00001012962,0.00002993105,0.0000175177,7.972553e-7,0.00001391249,0.000003988573,0.000005892385,0.00001537871,0.0004694537,0.9950973,0.004326479],"study_design_scores_gemma":[0.00002510232,0.00001479799,0.0003724146,0.00007137939,0.000002008447,0.00001937289,0.00002230463,0.0000388143,0.00004096738,0.0006097841,0.9987746,0.000008476792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005220705,0.002374209,0.0007121229,0.0822035,0.1863489,0.0004364206,0.003826528,0.001906878,0.7216694],"genre_scores_gemma":[0.001918994,0.0005847676,0.0002598204,0.04015043,0.01485332,0.0001761876,0.001852257,0.0004040661,0.9398001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3673896,"threshold_uncertainty_score":0.9023419,"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."}}