{"id":"W6931460325","doi":"10.5281/zenodo.5823156","title":"Diaphania hyalinata Linnaeus 1818","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impact crater; Margin (machine learning); Pyralidae; BELLA","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":[0.0001126349,0.0007929882,0.000333072,0.001998865,0.001946065,0.0005286738,0.00052788,0.0005583096,0.02034687],"category_scores_gemma":[0.0002487414,0.000192518,0.0001195758,0.001133025,0.0005524476,0.001203898,0.0008361322,0.0005754939,0.006663339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000798189,"about_ca_system_score_gemma":0.0002602197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006443351,"about_ca_topic_score_gemma":0.01625194,"domain_scores_codex":[0.9998542,0.00001469471,0.00001246019,0.00005408736,0.00004587047,0.00001857133],"domain_scores_gemma":[0.99991,0.00001790891,0.00002927542,0.000008048469,0.00002407917,0.00001069524],"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":[0.0002059073,0.00009185325,0.02437964,0.000868495,0.00007466193,0.001309886,0.002447891,0.0008573696,0.02080163,0.00682122,0.050348,0.8917935],"study_design_scores_gemma":[0.00007055898,0.0001403004,0.1590851,0.0004485626,0.00009741375,0.005232754,0.001658641,0.0005471057,0.00410379,0.003721278,0.8248467,0.00004795254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2568499,0.027388,0.004700839,0.001628149,0.0006146711,0.0005563676,0.008295078,0.001184813,0.6987821],"genre_scores_gemma":[0.8844777,0.00589603,0.003838554,0.001259434,0.0003219584,0.0001887015,0.003577489,0.00007533823,0.1003648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02034687,"threshold_uncertainty_score":0.06806707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483279174733317,"score_gpt":0.2139429834907095,"score_spread":0.1691101917433764,"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."}}