{"id":"W4395562923","doi":"10.15468/dl.4934xc","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":[0.001021019,0.002071415,0.001694987,0.005006461,0.0009849567,0.002637767,0.002889438,0.002244218,0.1537849],"category_scores_gemma":[0.006135033,0.0009700758,0.001170213,0.009964759,0.000453571,0.002429869,0.002451682,0.002143827,0.2067285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680811,"about_ca_system_score_gemma":0.002337191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155287,"about_ca_topic_score_gemma":0.03454887,"domain_scores_codex":[0.9989002,0.0001509697,0.0001437566,0.0003856171,0.0002429547,0.0001766244],"domain_scores_gemma":[0.9974974,0.0007206845,0.0002389241,0.0006315328,0.0006071432,0.0003043232],"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":[0.00003097407,0.00001224015,0.0003423242,0.0005274712,0.00001462923,0.00001575488,0.00002072403,0.0001321,0.0001028668,0.0003677671,0.9972386,0.001194433],"study_design_scores_gemma":[0.00009651043,0.000008651209,0.001888884,0.0001905129,0.0000145601,0.00003921706,0.00006860343,0.0001833414,0.0001858402,0.0007976304,0.9965078,0.00001829965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000391113,0.00002486819,0.00004054373,0.00003466519,0.00001050712,0.000005122082,0.9989517,0.0003421378,0.0005514475],"genre_scores_gemma":[0.0001567624,0.00003201262,0.0001730497,0.00004582441,0.000003431054,0.00004066754,0.9989938,0.0001367228,0.0004177693],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8462151,"threshold_uncertainty_score":0.5144619,"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."}}