{"id":"W6930082119","doi":"10.5281/zenodo.12414786","title":"Ista 7d pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Thermal; Test method; Plastic packaging; Laboratory test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001883996,0.0002060891,0.0002654226,0.0004271323,0.0002853714,0.0003902507,0.0003932331,0.0001692803,0.4065237],"category_scores_gemma":[0.00013474,0.0001943569,0.0001072418,0.0003925769,0.0001335798,0.00003454202,0.0005660689,0.0004721877,0.2710353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867167,"about_ca_system_score_gemma":0.000007296605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043081,"about_ca_topic_score_gemma":0.000001402283,"domain_scores_codex":[0.9985733,0.00006638088,0.0001894554,0.0004855841,0.0003819129,0.0003033365],"domain_scores_gemma":[0.9989997,0.000004621314,0.00008240389,0.0005507974,0.0001400717,0.0002223773],"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":[0.00003451497,0.00005448045,7.40656e-7,0.0003728799,0.0001204783,0.00007156316,0.0001825242,1.737475e-7,0.0001697874,0.0006725361,0.9716315,0.02668883],"study_design_scores_gemma":[0.000381116,0.0001900371,0.00003996553,0.0003373346,0.00008896065,0.0001448939,0.00008192701,0.00001215297,0.00002782054,0.00005119418,0.9984567,0.000187934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003385671,0.001118748,0.0001998764,0.0006872926,0.0003116672,0.0004679489,0.0004455342,0.001426571,0.9953085],"genre_scores_gemma":[0.002083788,0.0005784112,0.00007155363,0.0002215649,0.0008526133,2.644222e-8,0.00234179,0.0127526,0.9810976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1354884,"threshold_uncertainty_score":0.7925643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273259678865072,"score_gpt":0.2776988214607402,"score_spread":0.2449662246720894,"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."}}