{"id":"W4233876748","doi":"10.1515/iupac.84.0775","title":"Interclonal Competition","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006163704,0.0005331617,0.0008225385,0.0003502882,0.0002932514,0.00002560288,0.0006646219,0.001351144,0.03355245],"category_scores_gemma":[0.0006255648,0.0004046712,0.0002938291,0.0001174233,0.0007747152,0.00009982053,0.0003155749,0.001119219,0.0001778959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375103,"about_ca_system_score_gemma":0.0007701198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006084461,"about_ca_topic_score_gemma":0.0001595843,"domain_scores_codex":[0.9974665,0.0005963724,0.0006286523,0.0005344421,0.0001409201,0.0006331058],"domain_scores_gemma":[0.9981045,0.0003470163,0.000339652,0.0008223995,0.0003547374,0.00003168972],"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":[0.00183196,0.0003844158,0.000004414799,0.00005671805,0.0005211607,0.0000425367,0.00001195072,7.359542e-8,0.007524638,0.00007107864,0.9866449,0.002906218],"study_design_scores_gemma":[0.002099784,0.0006322043,0.0001377013,0.0004821837,0.0001533326,0.0002919616,0.00002697138,4.009373e-8,0.002804415,0.0001041756,0.9927819,0.0004853132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008913822,0.007216896,0.00007652472,0.0006620179,0.004168661,0.0003058479,0.9864918,0.0001060245,0.00008086624],"genre_scores_gemma":[0.0003897445,0.001635389,0.000005528288,0.0004981064,0.0002306024,0.00003354669,0.9928115,0.00003477257,0.004360831],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03337456,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102679269412481,"score_gpt":0.3667204382598775,"score_spread":0.3556936455657527,"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."}}