{"id":"W6893695057","doi":"10.5281/zenodo.3789218","title":"Cosymbiini Prout 1911","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Food Inspection Agency; Royal Alberta Museum; Calgary Laboratory Services; Natural Resources Canada","funders":"","keywords":"Feature (linguistics); Product (mathematics); Focus (optics)","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":[0.0007983582,0.00009459948,0.00008121948,0.00006290396,0.00137167,0.0003257493,0.0006026246,0.00005379023,0.1837016],"category_scores_gemma":[0.0004436797,0.00009257512,0.00003682009,0.0003682846,0.0001843201,0.0001872547,0.00112721,0.0003295228,0.02643111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005285519,"about_ca_system_score_gemma":8.023579e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005433655,"about_ca_topic_score_gemma":0.000002970074,"domain_scores_codex":[0.9988185,0.0001671806,0.000152409,0.0003188619,0.0002857281,0.0002573315],"domain_scores_gemma":[0.9993111,0.0000147343,0.00005693901,0.0003946781,0.00005003273,0.0001724644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004236808,0.0001556384,0.000173425,0.00001383933,0.00001109761,0.000009117131,0.0004367628,0.00004423527,0.1292576,0.002556212,0.168938,0.6983618],"study_design_scores_gemma":[0.0001996946,0.00009812362,0.005563634,0.000001680364,0.000003672786,0.00008151216,0.00003470901,0.0005010816,0.00227988,0.0003403227,0.9907767,0.0001189958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1748452,0.000002950637,0.005465924,0.000450196,0.0002186387,0.0003104155,0.00002487944,0.0007187966,0.8179629],"genre_scores_gemma":[0.986482,0.000009221314,0.005376041,0.0002355553,0.0001655493,5.034716e-8,0.0001347447,0.0007977344,0.006799111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8218387,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212260377913606,"score_gpt":0.2513308586296492,"score_spread":0.2292082548505132,"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."}}