{"id":"W6931333625","doi":"10.5281/zenodo.5941542","title":"Phytomyza plantaginis Robineau-Desvoidy 1851","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plantago; Petiole (insect anatomy); Frass; Taxonomy (biology); Plantaginaceae","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":[0.0002570064,0.0004111861,0.0003049501,0.001189629,0.001397535,0.0003218668,0.0003274379,0.0004200219,0.008264881],"category_scores_gemma":[0.0004321311,0.0002147696,0.0001178544,0.0004503443,0.0004228395,0.0008197688,0.0006455566,0.0003958347,0.002469526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518139,"about_ca_system_score_gemma":0.0002193975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006180512,"about_ca_topic_score_gemma":0.01177169,"domain_scores_codex":[0.9998448,0.00003005584,0.00001054285,0.00005066086,0.00004088362,0.00002309698],"domain_scores_gemma":[0.9998645,0.00003116737,0.00004648338,0.00001821802,0.00002366575,0.00001589167],"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":[0.000532429,0.0001339071,0.04220333,0.001229819,0.0001165506,0.003727562,0.004552511,0.001710896,0.1307638,0.01052847,0.02599242,0.7785084],"study_design_scores_gemma":[0.0001004869,0.000376063,0.437925,0.00051462,0.0001249491,0.01174926,0.001348461,0.0009307959,0.006710918,0.002136316,0.5380311,0.00005209924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7047873,0.02381819,0.01032762,0.0008444829,0.0003738918,0.0004535989,0.003882077,0.0009381903,0.2545747],"genre_scores_gemma":[0.9661333,0.002765849,0.005457252,0.0002814418,0.0001046326,0.00007455167,0.0006966688,0.00003025813,0.02445615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008264881,"threshold_uncertainty_score":0.02764875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633622882698525,"score_gpt":0.2143002137332533,"score_spread":0.1979639849062681,"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."}}