{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009701229,0.000433373,0.0002306615,0.0009008667,0.0008398456,0.000356302,0.0002707237,0.0002567982,0.005773211],"category_scores_gemma":[0.0002430265,0.0002017372,0.0001364443,0.0005520149,0.0002044572,0.0006261915,0.0007233029,0.000452599,0.002826846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900799,"about_ca_system_score_gemma":0.0001851092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316829,"about_ca_topic_score_gemma":0.006503745,"domain_scores_codex":[0.9999076,0.000007490142,0.000009086787,0.00002877507,0.00003116624,0.00001594705],"domain_scores_gemma":[0.999925,0.00001394233,0.00002384207,0.000009240585,0.00001324658,0.00001474673],"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":[0.001230793,0.0001610373,0.04742738,0.001724485,0.00008461589,0.005768473,0.003288331,0.001009514,0.6031664,0.006058066,0.0176053,0.3124756],"study_design_scores_gemma":[0.0001577553,0.0004512428,0.5493786,0.0005018468,0.0001118529,0.008268427,0.002360149,0.001030875,0.03126009,0.0017339,0.404705,0.00004023496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7636011,0.008044623,0.006033629,0.0008941325,0.0002553608,0.0003867828,0.01150459,0.0006799854,0.2085998],"genre_scores_gemma":[0.966535,0.002436608,0.003139151,0.0003384523,0.00004601483,0.00007328891,0.004137834,0.00003508378,0.02325863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005773211,"threshold_uncertainty_score":0.01931334,"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."}}