{"id":"W6894094043","doi":"10.5281/zenodo.6251752","title":"Amara lacustris LeConte 1855","year":2007,"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":"Nova scotia; Invertebrate; Algae; Bryozoa; New england","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":[0.000631181,0.00008352358,0.00007865371,0.00002452184,0.001462902,0.0003697082,0.0004246007,0.00005648884,0.0127436],"category_scores_gemma":[0.0001954745,0.000044337,0.00004882808,0.000391637,0.00006555086,0.0001573961,0.0003092077,0.0001330938,0.00350762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000737549,"about_ca_system_score_gemma":6.300347e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005665486,"about_ca_topic_score_gemma":0.00001190891,"domain_scores_codex":[0.9990396,0.00008677208,0.0001659808,0.0002383326,0.0001696555,0.0002996747],"domain_scores_gemma":[0.9994733,0.0000350759,0.00006034719,0.00007681575,0.0002134163,0.0001410321],"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":[0.00005970683,0.00007313098,0.00008279054,0.000003917512,0.000007626297,0.000006869725,0.00005626984,0.000001444628,0.01017999,0.001518988,0.0318145,0.9561948],"study_design_scores_gemma":[0.0001398384,0.0001599381,0.01994159,0.000006245669,0.000003811553,0.00002735999,0.0002074625,0.00001777131,0.001418646,0.0000822073,0.9778912,0.0001039225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883357,0.00004671203,0.0009295137,0.000934197,0.00007043337,0.000237834,0.0001957456,0.0004827816,0.1137458],"genre_scores_gemma":[0.9979909,0.00001391209,0.00002954862,0.0001437034,0.0002095036,1.289299e-8,0.001391097,0.00001139189,0.0002098979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9560909,"threshold_uncertainty_score":0.999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03872686729650149,"score_gpt":0.22238440905935,"score_spread":0.1836575417628485,"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."}}