{"id":"W6931167400","doi":"10.5281/zenodo.5997816","title":"Liriomyza pistilla Lonsdale","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Trifolium subterraneum; Humus; Soil fungi","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":[0.000217191,0.00009370748,0.00007778293,0.000110351,0.001146709,0.0002640744,0.0004552877,0.00004631087,0.01822831],"category_scores_gemma":[0.00008501694,0.00009636825,0.00002494982,0.0003590589,0.0001135939,0.000146235,0.0002649754,0.0001520676,0.01796512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000609075,"about_ca_system_score_gemma":0.000001258335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003104001,"about_ca_topic_score_gemma":1.583256e-7,"domain_scores_codex":[0.9992317,0.00004054774,0.000133421,0.0001673888,0.0001568722,0.0002700503],"domain_scores_gemma":[0.9993185,0.000007203537,0.00001851273,0.000302326,0.0002133753,0.0001400527],"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":[0.00002295812,0.00004248014,0.0000108534,0.00007878883,0.00003171714,0.000006549342,0.001022473,0.0004274962,0.01833935,0.001365477,0.6856978,0.2929541],"study_design_scores_gemma":[0.0001650115,0.00009148938,0.0004215688,0.00002032153,0.000003207016,0.00004484476,0.00004398425,0.009860798,0.002923663,0.00004520638,0.986256,0.0001238778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2244514,0.0001498355,0.01037031,0.0003443444,0.0003788993,0.0002662134,0.0001184005,0.003161739,0.7607588],"genre_scores_gemma":[0.9968212,0.00007772941,0.0003406109,0.00005878571,0.000340521,1.301366e-8,0.0001632919,0.0008834703,0.001314381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7723698,"threshold_uncertainty_score":0.9827995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356187593984372,"score_gpt":0.2270409913565854,"score_spread":0.2034791154167417,"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."}}