{"id":"W4395491474","doi":"10.15468/dl.85cw6a","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":[0.0009610193,0.002024495,0.001564643,0.004192577,0.0009522117,0.002447583,0.002868389,0.002138414,0.1480086],"category_scores_gemma":[0.005580452,0.0009223999,0.001204123,0.008966977,0.0004371835,0.002162178,0.002460429,0.002089137,0.1984569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760414,"about_ca_system_score_gemma":0.002323318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02596914,"about_ca_topic_score_gemma":0.04046941,"domain_scores_codex":[0.999034,0.0001294626,0.0001223695,0.0003316804,0.0002243543,0.0001580771],"domain_scores_gemma":[0.9978383,0.0006143186,0.0002045382,0.0005475699,0.0005386818,0.000256484],"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":[0.00002867086,0.0000109459,0.0003438491,0.0004804436,0.00001431339,0.00001421368,0.00002273958,0.0001354918,0.0001009038,0.0003861473,0.9972352,0.001227179],"study_design_scores_gemma":[0.00009336794,0.000007515132,0.00182862,0.0001780161,0.00001388406,0.00003525862,0.00006628587,0.000202529,0.000193791,0.0008184474,0.9965448,0.00001751684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003910816,0.00002386251,0.00004566742,0.00003549528,0.00001035599,0.000005392869,0.9988411,0.0004092743,0.0005897486],"genre_scores_gemma":[0.0001641262,0.00003092203,0.0002063923,0.00004625693,0.000003107886,0.00004523178,0.9989175,0.0001645005,0.0004220684],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8519914,"threshold_uncertainty_score":0.4951382,"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."}}