{"id":"W4395991114","doi":"10.15468/dl.dtyknt","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":[0.001071563,0.001912387,0.00156854,0.004487561,0.00102305,0.002707432,0.002925136,0.00209053,0.1699213],"category_scores_gemma":[0.006399168,0.0009584324,0.001133547,0.0091737,0.0004567154,0.002366248,0.002563572,0.002162908,0.2222361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690543,"about_ca_system_score_gemma":0.002473469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022986,"about_ca_topic_score_gemma":0.03849193,"domain_scores_codex":[0.9989079,0.0001495996,0.0001426764,0.0003714919,0.0002523928,0.0001759194],"domain_scores_gemma":[0.9973933,0.0007560091,0.0002380552,0.0006454702,0.0006606678,0.0003064488],"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":[0.00002584896,0.000010382,0.0003246448,0.0004352983,0.00001259922,0.00001380358,0.00002165216,0.0001089705,0.0000885124,0.000375116,0.9974893,0.001093789],"study_design_scores_gemma":[0.00007794373,0.000006535515,0.001592418,0.000166554,0.00001250293,0.00003249891,0.00006834731,0.000154602,0.0001755462,0.0007854748,0.9969109,0.00001670071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003402148,0.00001930418,0.00004278777,0.00003586578,0.00001028915,0.00000512989,0.9988766,0.0003456925,0.0006301992],"genre_scores_gemma":[0.0001564331,0.00002881694,0.0001870033,0.00004662154,0.000003344796,0.00004367892,0.9989039,0.0001645267,0.0004657655],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8300787,"threshold_uncertainty_score":0.5684435,"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."}}