{"id":"W6913040070","doi":"10.5281/zenodo.7837051","title":"Melanoplus fasciatus","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Altitude (triangle); Vegetation (pathology); Biotope; Predation","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":[0.00007863006,0.0005957039,0.0001408525,0.001043506,0.0005805364,0.0002403943,0.000150842,0.000201326,0.005561669],"category_scores_gemma":[0.0001821084,0.0001321889,0.0001525187,0.0003385936,0.0001972149,0.0003357558,0.0006409376,0.000154376,0.002061172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694787,"about_ca_system_score_gemma":0.00009830533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813148,"about_ca_topic_score_gemma":0.008224697,"domain_scores_codex":[0.9999189,0.00001025445,0.000007473616,0.00003112914,0.0000142707,0.0000178509],"domain_scores_gemma":[0.9998748,0.000008003441,0.0000669185,0.00001029495,0.00001596338,0.00002404955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008327335,0.0001587514,0.3327252,0.0008334907,0.0001541209,0.002278917,0.001339661,0.0008227301,0.1406261,0.001608495,0.01196452,0.5066553],"study_design_scores_gemma":[0.00001897288,0.000281031,0.893762,0.0001422831,0.00005043156,0.006770474,0.0003628795,0.0003402205,0.004068344,0.0002724986,0.09391383,0.00001696669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739547,0.00833587,0.002513361,0.0002721002,0.0001503041,0.0001439567,0.00212393,0.0004518067,0.1120539],"genre_scores_gemma":[0.9857811,0.001229573,0.001588914,0.0001226707,0.00004317143,0.00005447474,0.0006687047,0.00001991918,0.0104915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005561669,"threshold_uncertainty_score":0.01860565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755277851718376,"score_gpt":0.2407215754615848,"score_spread":0.213168796944401,"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."}}