{"id":"W6967878279","doi":"10.5281/zenodo.14758749","title":"Conscience Issue Tracker - January 2025","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Conscience; Government (linguistics); Resistance (ecology); Human immunodeficiency virus (HIV); Drug industry; Field (mathematics)","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":[0.005612596,0.0009536885,0.001244001,0.002250322,0.003689823,0.01021857,0.002030049,0.01258952,0.5382279],"category_scores_gemma":[0.03998638,0.0009505398,0.001317376,0.001671851,0.0009404155,0.005071989,0.003094289,0.008307678,0.4258989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376362,"about_ca_system_score_gemma":0.005601076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00540346,"about_ca_topic_score_gemma":0.01294252,"domain_scores_codex":[0.9933356,0.0006129063,0.0004175475,0.0004288022,0.004389262,0.0008158232],"domain_scores_gemma":[0.9714395,0.005532744,0.001706073,0.002109165,0.01584744,0.0033651],"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":[0.000008728372,0.000009929044,0.00002377249,0.00003503356,8.231352e-7,0.00001560276,0.000005183209,0.000004863587,0.00002246842,0.0005218286,0.9945731,0.00477868],"study_design_scores_gemma":[0.00001496153,0.00000859144,0.0001327663,0.00006272598,9.633942e-7,0.00001680213,0.00001187422,0.00001648915,0.00004522164,0.0003243233,0.9993595,0.000005839268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003345856,0.00177056,0.001247359,0.03724318,0.1519154,0.0008010091,0.004679385,0.00375981,0.7982487],"genre_scores_gemma":[0.002324815,0.0007019414,0.0005533808,0.03737138,0.01712889,0.0004078651,0.00245408,0.001115534,0.9379422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5382279,"threshold_uncertainty_score":0.6586619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417424078171579,"score_gpt":0.301988373890609,"score_spread":0.2778141331088932,"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."}}