{"id":"W4396405536","doi":"10.15468/dl.gj8f7h","title":"Occurrence Download","year":2023,"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":[0.0009435765,0.002009603,0.001608935,0.004377974,0.0009569584,0.002528474,0.00291186,0.002070985,0.1579823],"category_scores_gemma":[0.005634279,0.000935701,0.001150506,0.009267597,0.0004355785,0.00231318,0.002487574,0.002129614,0.221986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703289,"about_ca_system_score_gemma":0.00224575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323637,"about_ca_topic_score_gemma":0.03709653,"domain_scores_codex":[0.9990373,0.0001254099,0.0001174998,0.000334576,0.0002269659,0.0001582033],"domain_scores_gemma":[0.997865,0.0005826537,0.0002016979,0.0005474566,0.0005446937,0.0002584081],"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":[0.00002596763,0.00001048278,0.0003042597,0.0004241441,0.00001309598,0.00001308665,0.00002056398,0.0001307563,0.00009409487,0.0003731863,0.9973426,0.001247755],"study_design_scores_gemma":[0.00008224479,0.000006922862,0.00167794,0.0001597785,0.00001268316,0.00003274018,0.00006372475,0.0001958074,0.0001869759,0.0008443805,0.9967199,0.00001688407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003731145,0.00002200641,0.00004831735,0.00003467904,0.00001030995,0.000005003666,0.9987969,0.0004202389,0.0006250575],"genre_scores_gemma":[0.000153748,0.00002852268,0.0001943731,0.00004280255,0.000003036187,0.00003901039,0.9989366,0.0001714136,0.0004305884],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8420177,"threshold_uncertainty_score":0.5285034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}