{"id":"W6960704444","doi":"10.1371/journal.pone.0282651.s002","title":"DNA analysis methods.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Peanut Plant Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predation; Foraging; Whale; Capelin; Fishing; Pollock; Water column; Herring","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":[0.0001188207,0.00005898618,0.0001115072,0.00002669392,0.0001284148,0.00004093687,0.0001962431,0.00002955768,0.1659782],"category_scores_gemma":[0.0009433646,0.00001843333,0.0001104007,0.001986635,0.000003578372,0.00004350819,0.0001892702,0.00005510647,0.00106248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007597396,"about_ca_system_score_gemma":0.000002304307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002029989,"about_ca_topic_score_gemma":0.000130102,"domain_scores_codex":[0.9993187,0.00006974653,0.00006602026,0.0001625181,0.0001520305,0.0002310494],"domain_scores_gemma":[0.9992371,0.000605203,0.00002098115,0.00003524878,0.00004262668,0.00005884464],"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":[0.000001836974,0.000006978815,0.0005291433,0.000007533516,0.0001207491,0.00001842041,0.00002204808,0.000004471126,0.01623666,0.000003101456,0.92154,0.06150911],"study_design_scores_gemma":[0.00001489465,0.00001888259,0.4377587,0.00002453974,0.0000147305,4.675744e-7,0.00006307237,0.0002585846,0.001663344,0.00005490426,0.5600445,0.00008331636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1393123,0.0005077603,3.936836e-7,0.002860337,0.0000460017,0.0003362912,0.8295346,0.001117326,0.02628499],"genre_scores_gemma":[0.1873062,0.00003430826,0.0001254732,0.0001644133,0.0002321544,0.0001596427,0.8080898,2.473833e-7,0.003887759],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4372296,"threshold_uncertainty_score":0.9997153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162995265974816,"score_gpt":0.3747592375128263,"score_spread":0.2117639715380103,"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."}}