{"id":"W6930622610","doi":"10.5281/zenodo.14597114","title":"Cosmocomoidea annulicornis Ogloblin 1936","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Parasitism; Larva; Host (biology); Parasite hosting; Interspecific competition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001645138,0.0007225176,0.0004583384,0.001770687,0.001230344,0.0004186903,0.0005000388,0.0005000007,0.01468741],"category_scores_gemma":[0.0004793358,0.0001999601,0.0001198787,0.001046544,0.0006750945,0.001194799,0.0007479792,0.0005302355,0.004758369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413773,"about_ca_system_score_gemma":0.0003686125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004717079,"about_ca_topic_score_gemma":0.004838446,"domain_scores_codex":[0.9998344,0.0000298193,0.00002367768,0.00005406978,0.00003814558,0.00001977803],"domain_scores_gemma":[0.9998527,0.00002238713,0.000052583,0.0000152864,0.00004050065,0.00001661787],"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":[0.0003787285,0.000142063,0.02152795,0.001103169,0.00003577895,0.001181254,0.001897214,0.0004951436,0.01627705,0.0051741,0.01730079,0.9344867],"study_design_scores_gemma":[0.0001283382,0.000256038,0.1726829,0.001179686,0.00009031859,0.006077315,0.001523557,0.0006286036,0.004130501,0.001912213,0.8113484,0.00004222898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3604706,0.05501594,0.0158733,0.0008261069,0.00110316,0.001210897,0.005974274,0.001050494,0.5584751],"genre_scores_gemma":[0.9094635,0.01790253,0.009163692,0.0006315992,0.000535242,0.0004056264,0.003603237,0.0000934622,0.05820103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01468741,"threshold_uncertainty_score":0.04913431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467511640192943,"score_gpt":0.3884232685390427,"score_spread":0.2416721045197484,"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."}}