{"id":"W6968750252","doi":"10.5281/zenodo.4762130","title":"Pteronarcys biloba Newman 1838","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; White (mutation); Kondratiev wave; State (computer science); Projection (relational algebra)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006595893,0.0005548682,0.0003397188,0.001374105,0.001151765,0.0004798472,0.0004268647,0.0004936831,0.019293],"category_scores_gemma":[0.0003800387,0.0002407436,0.00009794443,0.0008348242,0.0004921106,0.001738418,0.001221038,0.000446139,0.008845042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570531,"about_ca_system_score_gemma":0.0003253217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004311342,"about_ca_topic_score_gemma":0.007535948,"domain_scores_codex":[0.9998875,0.00001092726,0.00001197352,0.00003691706,0.00004038538,0.00001236346],"domain_scores_gemma":[0.9998951,0.00001353507,0.0000391327,0.000007058085,0.00002277593,0.00002248514],"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":[0.0009151197,0.0002584168,0.04865608,0.002828148,0.0000975626,0.01506041,0.003378273,0.001479868,0.07216513,0.008237099,0.1055923,0.7413316],"study_design_scores_gemma":[0.0001729605,0.0004999391,0.2292696,0.0007371926,0.00008465205,0.03497789,0.002682885,0.0007051721,0.007772159,0.00319114,0.719838,0.00006834058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2734378,0.009829411,0.003807693,0.001167243,0.0008871551,0.000537253,0.004930379,0.0008728385,0.7045302],"genre_scores_gemma":[0.9422043,0.006033126,0.00413136,0.0007945494,0.0002179866,0.0001632871,0.00307236,0.00009504175,0.04328794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.019293,"threshold_uncertainty_score":0.06454158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461058101498852,"score_gpt":0.2211659705267968,"score_spread":0.1865553895118083,"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."}}