{"id":"W6967402306","doi":"10.5281/zenodo.10657810","title":"Libellulidae Rambur 1842","year":2024,"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":"Centre de Géomatique du Québec; Canadian Wood Council; Bombardier (Canada); Atlantic Industries (Canada); Ministry of Natural Resources and Forestry; Royal British Columbia Museum","funders":"","keywords":"Nuisance; Libellulidae; Life history; Gallon (US)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001831274,0.001001405,0.0006288649,0.002813365,0.002814183,0.0007948607,0.001059761,0.0007126827,0.03723126],"category_scores_gemma":[0.0004417018,0.0002976149,0.0002217853,0.001308176,0.0008163389,0.001365155,0.001256268,0.0007169152,0.01245921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007941255,"about_ca_system_score_gemma":0.0004456069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007555389,"about_ca_topic_score_gemma":0.01393493,"domain_scores_codex":[0.9998174,0.00001920749,0.00001354239,0.00006610065,0.00004613583,0.00003755434],"domain_scores_gemma":[0.9999025,0.00001713552,0.00002693743,0.000008022814,0.00002876252,0.00001665157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003916049,0.000117371,0.01785623,0.0007275277,0.00005998824,0.0009126291,0.002219274,0.00035657,0.01144802,0.00551974,0.02957371,0.9308174],"study_design_scores_gemma":[0.00009684286,0.0003208875,0.09487855,0.0007077541,0.0001101489,0.00308021,0.001864536,0.0003576679,0.001402496,0.001497031,0.8956272,0.00005664898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2562027,0.03985416,0.005786936,0.001098619,0.001359664,0.0006196037,0.004841485,0.001598479,0.6886384],"genre_scores_gemma":[0.8123154,0.01187412,0.006740945,0.001306223,0.0006211151,0.0006265092,0.006981247,0.0001329237,0.1594016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03723126,"threshold_uncertainty_score":0.124551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092819491740661,"score_gpt":0.2312311876794454,"score_spread":0.1903029927620388,"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."}}