{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005093231,0.0001072507,0.0001038752,0.0002461112,0.001704533,0.0005359778,0.000574498,0.00008809932,0.1359961],"category_scores_gemma":[0.0003357874,0.0001008073,0.00005407405,0.0005581613,0.000201812,0.0002244789,0.0004475473,0.0003234566,0.08860829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007149264,"about_ca_system_score_gemma":0.000008203309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001688259,"about_ca_topic_score_gemma":1.860459e-7,"domain_scores_codex":[0.9988319,0.0002675424,0.0001811568,0.0003332506,0.00006356965,0.0003225287],"domain_scores_gemma":[0.999402,0.00005553294,0.00002883984,0.0002843797,0.0001929931,0.00003620249],"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":[0.00003994926,0.0000643742,7.494378e-7,0.00003558047,0.00005789302,0.00001553861,0.0006803265,0.000004398532,0.07482637,0.01616235,0.7923527,0.1157598],"study_design_scores_gemma":[0.0002356604,0.0001241851,0.0002892472,0.00003254817,0.00001626201,0.0003873298,0.000289113,0.00004841827,0.004037845,0.0001092231,0.9943089,0.0001211918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09737564,0.01269227,0.00551734,0.01010702,0.004490565,0.001274211,0.001092828,0.004702422,0.8627477],"genre_scores_gemma":[0.8587977,0.0002512831,0.00005350835,0.0001647389,0.000100911,6.860091e-8,0.001027116,0.0006795664,0.1389251],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7614221,"threshold_uncertainty_score":0.9995951,"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."}}