{"id":"W4395427128","doi":"10.15468/dl.6phn6f","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009993798,0.002115525,0.00168096,0.004995997,0.001053162,0.002692466,0.002956578,0.002347922,0.1444004],"category_scores_gemma":[0.005870145,0.0009040656,0.001170007,0.009432725,0.0004611091,0.002404535,0.002555054,0.002128467,0.1982146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694119,"about_ca_system_score_gemma":0.002295055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02068609,"about_ca_topic_score_gemma":0.03498353,"domain_scores_codex":[0.9990214,0.0001351868,0.0001204592,0.0003535938,0.0002130948,0.0001563577],"domain_scores_gemma":[0.9978036,0.000659127,0.0002016374,0.0005411164,0.0005193841,0.0002751579],"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":[0.0000354875,0.00001353279,0.0004305624,0.0006593389,0.00001765415,0.00001911829,0.000024072,0.0001600469,0.0001291135,0.0004089969,0.9966348,0.001467309],"study_design_scores_gemma":[0.00008857674,0.00000801348,0.00167049,0.0002017314,0.00001576775,0.00003920431,0.00006874943,0.0001856196,0.000185695,0.0008035512,0.9967144,0.00001824871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004530506,0.00003264032,0.00004053663,0.00003692959,0.00001088499,0.000005334223,0.998896,0.0003391296,0.0005933068],"genre_scores_gemma":[0.0001786368,0.00004070947,0.0002023433,0.00004635544,0.000003462288,0.00004369909,0.9989277,0.000130548,0.0004266883],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8555996,"threshold_uncertainty_score":0.4830674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211521975983318,"score_gpt":0.2128307323676279,"score_spread":0.2007155126077947,"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."}}