{"id":"W6969218267","doi":"10.5281/zenodo.5997973","title":"Phytomyza","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Genus; Holotype; Heteroptera","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":[0.0001351326,0.0007295276,0.000276006,0.001419452,0.001319782,0.0003935844,0.0004305136,0.0004723057,0.02086431],"category_scores_gemma":[0.0002365184,0.0003082928,0.000263947,0.0005744545,0.0002219912,0.000667331,0.0006243697,0.0006444256,0.00626061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008051808,"about_ca_system_score_gemma":0.0002867179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004758333,"about_ca_topic_score_gemma":0.007742529,"domain_scores_codex":[0.9998804,0.000009419958,0.000009264199,0.00005783073,0.00002327756,0.00001976104],"domain_scores_gemma":[0.9999031,0.00001384942,0.00002534224,0.00001414727,0.00002450713,0.00001901543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001017974,0.0004188599,0.03978664,0.002200828,0.0001634702,0.002455323,0.002172868,0.0007687584,0.4613774,0.007427116,0.02095514,0.4612555],"study_design_scores_gemma":[0.0001865421,0.0008817318,0.5206457,0.0007061234,0.0001945672,0.004766377,0.001097152,0.0008062799,0.01641459,0.001564403,0.4526826,0.0000538609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6686608,0.007847455,0.009135394,0.0006480436,0.0004079446,0.0009423716,0.02681196,0.00196316,0.283583],"genre_scores_gemma":[0.9236111,0.001164609,0.009987411,0.0008929277,0.00006194571,0.0002864849,0.01618675,0.00008647708,0.04772233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02086431,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966336423145511,"score_gpt":0.2373605761090901,"score_spread":0.1876972118776349,"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."}}