{"id":"W6969558064","doi":"10.5281/zenodo.4678619","title":"Agromyza pseudoreptans Nowakowski","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urtica dioica; Frass; Larva; Phenology; New england","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":[0.0001021938,0.000338005,0.0002743989,0.0007822635,0.0005502968,0.0001836985,0.0002682955,0.0002333384,0.003183989],"category_scores_gemma":[0.0001313361,0.0001765956,0.0001485637,0.0005293223,0.0001945015,0.0005820157,0.0003640696,0.000560081,0.001573138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530909,"about_ca_system_score_gemma":0.0002310863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301719,"about_ca_topic_score_gemma":0.005328231,"domain_scores_codex":[0.9998953,0.000006599024,0.00001423978,0.00004212521,0.00002979156,0.00001189537],"domain_scores_gemma":[0.9998701,0.00001512893,0.00005179288,0.00002515057,0.00001990083,0.00001786309],"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":[0.0005957964,0.00008242571,0.009315964,0.000537656,0.00005482746,0.002021936,0.0005363245,0.0002888803,0.9027823,0.004134153,0.003534948,0.07611477],"study_design_scores_gemma":[0.0002149547,0.0006969186,0.5414756,0.0002590095,0.0002034269,0.009381045,0.001150501,0.0008028223,0.03964916,0.001701219,0.4043821,0.00008323455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857728,0.009501376,0.006048962,0.0007463667,0.0003906779,0.0002388324,0.00772388,0.0005095692,0.08906759],"genre_scores_gemma":[0.9384519,0.003912448,0.006305589,0.0005311187,0.00007911665,0.0001900998,0.01174145,0.00007921752,0.03870909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003301719,"threshold_uncertainty_score":0.01065153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06046709867371146,"score_gpt":0.210595930706553,"score_spread":0.1501288320328416,"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."}}