{"id":"W4396467966","doi":"10.15468/dl.h3sk69","title":"Occurrence Download","year":2022,"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":[0.0009236738,0.001940786,0.001513145,0.004534977,0.0009623463,0.00248239,0.002709503,0.002012324,0.1463481],"category_scores_gemma":[0.005660977,0.0009285056,0.001170021,0.009246998,0.0004309059,0.002149085,0.002431284,0.002046544,0.2032435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557718,"about_ca_system_score_gemma":0.002217111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177903,"about_ca_topic_score_gemma":0.0330101,"domain_scores_codex":[0.9990363,0.0001272992,0.0001245335,0.0003327273,0.0002224374,0.0001566805],"domain_scores_gemma":[0.9977501,0.000641628,0.0002078488,0.0006043582,0.000546494,0.0002495808],"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":[0.0000292493,0.00001207063,0.0003839424,0.0004778729,0.00001467634,0.00001645791,0.00002454727,0.0001470243,0.0001138294,0.0003765229,0.9970511,0.001352716],"study_design_scores_gemma":[0.00008661509,0.000008088623,0.001969914,0.0001688069,0.00001383273,0.00003770159,0.00007954465,0.0001982626,0.0001927471,0.0007630998,0.9964643,0.00001719611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004683679,0.00002179641,0.0000477598,0.00003594713,0.00001141855,0.000005671705,0.9988012,0.0004312163,0.0005981592],"genre_scores_gemma":[0.000166944,0.00002939587,0.0002010434,0.00004128292,0.000003237534,0.00004485243,0.9989313,0.0001627239,0.0004191165],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8536519,"threshold_uncertainty_score":0.4895832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}