{"id":"W6969287483","doi":"10.5281/zenodo.6117025","title":"Saera Noyes & Woolley 1994","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Population; Quarter (Canadian coin)","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":[0.0003799535,0.00008272054,0.00008086992,0.00001850414,0.001069181,0.0004619719,0.0004506313,0.00004612445,0.007295892],"category_scores_gemma":[0.0002371221,0.00004217201,0.00003914787,0.0003542209,0.0000611924,0.0001805565,0.0004095004,0.0001062409,0.003969084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007620681,"about_ca_system_score_gemma":0.000001251633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006815443,"about_ca_topic_score_gemma":0.000005443152,"domain_scores_codex":[0.9990539,0.0001433263,0.0001303324,0.000231422,0.0002108981,0.0002301354],"domain_scores_gemma":[0.9994395,0.00001769762,0.00004916008,0.00008061291,0.0002142326,0.0001987475],"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":[0.00008251768,0.0001266888,0.00007995524,0.000005201882,0.00001061435,0.000006200098,0.0002405069,0.000009932538,0.004354801,0.001929705,0.159708,0.8334458],"study_design_scores_gemma":[0.0001795699,0.0002229113,0.002982527,0.00000652668,0.000003009274,0.00002729046,0.00041296,0.00005001201,0.0003529864,0.000234746,0.995423,0.0001045249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812571,0.00007901786,0.0001939203,0.001367046,0.00009453882,0.0002438416,0.000229422,0.0005706802,0.1159645],"genre_scores_gemma":[0.9976503,0.00001343137,0.00003751639,0.0001373618,0.0002130449,2.973567e-8,0.001755578,0.00001160603,0.0001811821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8357149,"threshold_uncertainty_score":0.9968064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267768208918581,"score_gpt":0.2244151333478233,"score_spread":0.1617374512586374,"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."}}