{"id":"W6931367009","doi":"10.5281/zenodo.5997823","title":"Liriomyza smilacinae Spencer","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Voltinism; Larva; PEST analysis; Larrea","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":[0.0001019437,0.0004407502,0.0003053518,0.0007750833,0.0005992785,0.0002118575,0.0004065373,0.0003286388,0.007088826],"category_scores_gemma":[0.0001833986,0.0001282595,0.0001840111,0.0003864022,0.0001747267,0.000505464,0.0004636344,0.0003227647,0.001806996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004955409,"about_ca_system_score_gemma":0.0001323026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002883411,"about_ca_topic_score_gemma":0.007426158,"domain_scores_codex":[0.9999447,0.000005320599,0.000005443107,0.0000231954,0.00001281766,0.000008421625],"domain_scores_gemma":[0.9999193,0.00001308158,0.00003525922,0.00001007707,0.00001159186,0.00001067979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001003774,0.0001002584,0.02572839,0.0015245,0.0001025839,0.002956184,0.002054511,0.00140368,0.7317847,0.002843352,0.01066209,0.2198361],"study_design_scores_gemma":[0.0002483287,0.001383832,0.5810059,0.0007066317,0.0002828286,0.008581736,0.001673132,0.002362082,0.04544867,0.001247897,0.356971,0.00008795586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720868,0.003825157,0.002146498,0.000313587,0.00005438773,0.0001183241,0.002886006,0.0006419564,0.1179273],"genre_scores_gemma":[0.9709623,0.001018142,0.002302696,0.0003856854,0.00004418465,0.00008769804,0.001926108,0.00004782888,0.0232252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007088826,"threshold_uncertainty_score":0.02371454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022927341854254,"score_gpt":0.2270562437256174,"score_spread":0.1968269703070749,"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."}}