{"id":"W6893369773","doi":"10.5281/zenodo.15995602","title":"Trypophloeus punctipennis Hopkins 1915","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Host (biology); Type (biology); Betulaceae","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":[0.00005927815,0.0002755041,0.0001397221,0.0008188101,0.001408718,0.0002755898,0.0002626024,0.0002340133,0.02086508],"category_scores_gemma":[0.0002359733,0.0001684872,0.0000853706,0.0004695354,0.0004287981,0.0006525065,0.0006523799,0.0003202931,0.004889877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008159594,"about_ca_system_score_gemma":0.0002689832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483039,"about_ca_topic_score_gemma":0.03451242,"domain_scores_codex":[0.9999328,0.000003824986,0.000005666932,0.00002046634,0.00002429989,0.00001290575],"domain_scores_gemma":[0.9999384,0.000008861677,0.00001972416,0.000005663182,0.00001619175,0.00001125389],"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":[0.0005525949,0.000139216,0.09300584,0.001044687,0.0000924674,0.005368247,0.004259625,0.001262856,0.03643772,0.01147682,0.135786,0.7105739],"study_design_scores_gemma":[0.00004484504,0.0002257536,0.5126822,0.0003700322,0.000102674,0.006035545,0.00209654,0.0003680711,0.006166653,0.0009909079,0.4708894,0.00002739997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3600196,0.005160691,0.003049046,0.0003957336,0.0006394495,0.0002430226,0.007165943,0.0004482207,0.6228784],"genre_scores_gemma":[0.9294705,0.001762196,0.001377759,0.0002159425,0.0001062836,0.00004846325,0.002800004,0.00003647145,0.06418238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02086508,"threshold_uncertainty_score":0.06980067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275499864992396,"score_gpt":0.2262944234147616,"score_spread":0.198744436915522,"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."}}