{"id":"W4395500445","doi":"10.15468/dl.4xp8n7","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":[0.001001564,0.002067392,0.00166142,0.005205695,0.0009109457,0.002544626,0.002936863,0.002186482,0.1613075],"category_scores_gemma":[0.006137347,0.0009466923,0.001162346,0.01047068,0.0004582004,0.002557288,0.002504298,0.00205711,0.2030166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931475,"about_ca_system_score_gemma":0.002616915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567259,"about_ca_topic_score_gemma":0.0401613,"domain_scores_codex":[0.9988863,0.00014618,0.0001479167,0.0003754186,0.000255312,0.0001889265],"domain_scores_gemma":[0.9974728,0.0006968201,0.0002517048,0.0006136814,0.0006471601,0.0003177162],"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":[0.00003212623,0.00001050451,0.0003055365,0.0005382427,0.00001435748,0.00001511449,0.00001974594,0.0001357509,0.00009752384,0.0003931885,0.9972143,0.00122373],"study_design_scores_gemma":[0.00008736812,0.000007937926,0.001685451,0.0001821047,0.00001363456,0.00003582573,0.00005879042,0.0001775793,0.0001818485,0.0007745316,0.9967769,0.00001812273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003004466,0.00002167543,0.0000312805,0.00003410101,0.000009133074,0.000004495947,0.9990268,0.0003092381,0.000533159],"genre_scores_gemma":[0.0001406385,0.00003189646,0.0001504505,0.00004630739,0.000003073492,0.00003511657,0.9990587,0.0001251407,0.000408725],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8386924,"threshold_uncertainty_score":0.5396275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}