{"id":"W6911682938","doi":"10.5281/zenodo.13363361","title":"Conscience Issue Tracker - August 2024","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Conscience; Drug industry; Drug discovery; Competition (biology); Apollo; Drug development; Drug Company; Drug control","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":["insufficient_payload"],"category_scores_codex":[0.002779518,0.0007822787,0.00088811,0.001476513,0.003703299,0.006880251,0.00154051,0.009604656,0.6109838],"category_scores_gemma":[0.01923869,0.0006368145,0.0007510061,0.001139173,0.0007107655,0.003251567,0.002905114,0.006302273,0.4820741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697013,"about_ca_system_score_gemma":0.003451957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005968459,"about_ca_topic_score_gemma":0.01658209,"domain_scores_codex":[0.9968023,0.0002400677,0.0001307232,0.0002433527,0.002025475,0.000558063],"domain_scores_gemma":[0.9880661,0.002022549,0.0005320498,0.001091959,0.006099047,0.002188382],"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":[0.0000160093,0.00001852327,0.00005646125,0.00002409737,6.387551e-7,0.00002749566,0.000007246432,0.000007896014,0.00005121809,0.000773203,0.9928083,0.006208985],"study_design_scores_gemma":[0.00001546674,0.00001340231,0.0003232906,0.00003132291,6.895455e-7,0.00002222076,0.00001839552,0.00003419597,0.00005917545,0.0003805378,0.9990942,0.000007124046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004761371,0.0004914481,0.0006285211,0.01589634,0.03811815,0.0003997968,0.002095851,0.002230307,0.9396635],"genre_scores_gemma":[0.001747755,0.0001191728,0.0001629123,0.008857997,0.003172094,0.0001204313,0.0007811179,0.0004264175,0.9846122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3890162,"threshold_uncertainty_score":0.5548843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543783058939094,"score_gpt":0.2665517861258069,"score_spread":0.241113955536416,"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."}}