{"id":"W6949933368","doi":"10.5281/zenodo.4762745","title":"Alloperla elevata Frison 1935","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Fish <Actinopterygii>; Curry; Allotype; Derogation","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001403601,0.0001245082,0.0001139206,0.00009382002,0.002341081,0.0002905317,0.0006777379,0.00005739502,0.03802501],"category_scores_gemma":[0.0003004117,0.0001346654,0.00005709829,0.0002874892,0.00009880579,0.0001896873,0.0004233042,0.0003180921,0.007564231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375432,"about_ca_system_score_gemma":0.00000562274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002278935,"about_ca_topic_score_gemma":4.924591e-7,"domain_scores_codex":[0.9987966,0.00005411527,0.00021151,0.0003106184,0.0002892297,0.0003379574],"domain_scores_gemma":[0.9989797,0.00002201741,0.00007475719,0.0004268443,0.0003522506,0.0001444159],"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":[0.00006211576,0.0002585845,0.00001503593,0.0000427039,0.0000701066,0.00004039496,0.001107593,0.00002208853,0.2011657,0.003646208,0.7709837,0.02258579],"study_design_scores_gemma":[0.0003084341,0.00007990672,0.00008818617,0.00001587486,0.00000868266,0.0002903177,0.0001974053,0.0003415027,0.01607974,0.00008589085,0.9823484,0.0001556893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2083777,0.0001101117,0.0008802957,0.0007548381,0.00007917621,0.0001404693,0.0002597022,0.0009867426,0.788411],"genre_scores_gemma":[0.9823759,0.0002487738,0.000274392,0.000158331,0.0001750116,5.564205e-8,0.001488177,0.001068543,0.01421081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7742002,"threshold_uncertainty_score":0.9989578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351701911531631,"score_gpt":0.2426990165787257,"score_spread":0.2091819974634094,"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."}}