{"id":"W6887240784","doi":"10.15468/dl.tdd8r4","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Software; The Internet","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":[0.0009733017,0.002016792,0.001639724,0.005411677,0.0009953931,0.0025768,0.002829689,0.002087293,0.1516548],"category_scores_gemma":[0.005601587,0.0009099173,0.001164186,0.01069173,0.0004508191,0.002271286,0.002616416,0.001934734,0.2148622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626918,"about_ca_system_score_gemma":0.00243059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347848,"about_ca_topic_score_gemma":0.03907698,"domain_scores_codex":[0.9989372,0.0001368883,0.0001385361,0.0003632839,0.0002391342,0.0001850656],"domain_scores_gemma":[0.9976354,0.0006336736,0.0002310469,0.0006149852,0.0005985342,0.0002863463],"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":[0.00003274365,0.00001195388,0.0003807995,0.0006343729,0.00001657389,0.0000173312,0.00002402049,0.000124516,0.0001528264,0.0003945593,0.9967409,0.001469522],"study_design_scores_gemma":[0.00007120386,0.000008449174,0.001920153,0.0002023504,0.00001493985,0.00003927637,0.00006908538,0.000127486,0.0002041258,0.0006645191,0.9966606,0.00001797027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000407354,0.00002863913,0.00003758599,0.00003075585,0.00001052193,0.000004978871,0.9989198,0.0003272081,0.0005997629],"genre_scores_gemma":[0.0001448387,0.00003329463,0.0001597859,0.00003937561,0.000003036651,0.00003482652,0.9990759,0.0001183389,0.0003905449],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8483452,"threshold_uncertainty_score":0.5073357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}