{"id":"W6894034428","doi":"10.5281/zenodo.5927398","title":"Lasius Fabricius","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West virginia; Peck (Imperial); Forester; New england; National park","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":[0.0002476365,0.00008897828,0.0001010123,0.00001994072,0.001093528,0.0003076716,0.0005547008,0.00003925408,0.03283213],"category_scores_gemma":[0.000162657,0.00004229001,0.00004177398,0.0003545359,0.00005255194,0.0001244764,0.0006937273,0.000124627,0.02673029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671468,"about_ca_system_score_gemma":3.574349e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002390132,"about_ca_topic_score_gemma":8.975624e-7,"domain_scores_codex":[0.9990091,0.0001083757,0.0001256523,0.0002687812,0.0002178399,0.0002702647],"domain_scores_gemma":[0.9995434,0.00003195319,0.00004423991,0.00009603991,0.000199176,0.00008523711],"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":[0.0000471251,0.0001498162,0.0002905868,0.00002766615,0.00003837727,0.00001106807,0.0006712721,0.000008208712,0.2628188,0.002170021,0.1665576,0.5672095],"study_design_scores_gemma":[0.0001123988,0.0002176313,0.01277145,0.000009213189,0.000002785925,0.00002750948,0.0002104945,0.00002733027,0.001019951,0.00008156292,0.9854084,0.0001113202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.777023,0.000045898,0.000009751981,0.0009845631,0.00008154883,0.0002317465,0.00007772214,0.0005011794,0.2210446],"genre_scores_gemma":[0.997537,0.00002823458,0.00002561177,0.0002444611,0.0001340258,1.523189e-8,0.0003967247,0.00004614664,0.001587848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8188508,"threshold_uncertainty_score":0.9740275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316555682051667,"score_gpt":0.2161161401082103,"score_spread":0.1844605719030436,"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."}}