{"id":"W6950298750","doi":"10.5281/zenodo.5997963","title":"Phytomyza vomitoriae Kulp","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Larva; Taxonomy (biology); Tendril; PEST analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001753277,0.0001133107,0.00009397488,0.0001645934,0.0006078345,0.0002587641,0.0005922714,0.00007290449,0.002391927],"category_scores_gemma":[0.0002067104,0.0001218043,0.00002918679,0.0003826912,0.0001172097,0.0001282032,0.0003073825,0.0002022036,0.008591958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007828607,"about_ca_system_score_gemma":6.547785e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001572384,"about_ca_topic_score_gemma":7.836726e-8,"domain_scores_codex":[0.9992185,0.0000250168,0.0001249859,0.0001834499,0.0001558944,0.0002921186],"domain_scores_gemma":[0.9993735,0.000009524694,0.00001536828,0.0003525273,0.0001732262,0.00007585383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001485826,0.00004254368,0.000004690303,0.0000866654,0.00007964437,0.00001157059,0.0006467105,0.0007995201,0.01898475,0.006720838,0.6993866,0.2732216],"study_design_scores_gemma":[0.0001595144,0.0001000535,0.0002051755,0.00001516051,0.000004730021,0.00002702694,0.00006874059,0.002875818,0.008245942,0.0001617667,0.9879899,0.0001461881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1872833,0.0004899577,0.0562677,0.0005825695,0.00297045,0.0005720561,0.0001796319,0.03503288,0.7166215],"genre_scores_gemma":[0.9972199,0.00005078378,0.0006413766,0.00001291495,0.0006104875,2.245128e-8,0.0001160622,0.00105955,0.0002889467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8099366,"threshold_uncertainty_score":0.99852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720154889444816,"score_gpt":0.2054909606196268,"score_spread":0.1882894117251787,"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."}}