{"id":"W4396045522","doi":"10.15468/dl.dx89r4","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":[0.0009198814,0.002002045,0.001497109,0.004388103,0.0009942562,0.002513362,0.002697615,0.002128563,0.1555198],"category_scores_gemma":[0.005991355,0.0008697026,0.001268967,0.00841766,0.0004462209,0.002398127,0.00252612,0.002051503,0.2208553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551824,"about_ca_system_score_gemma":0.002234948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02216988,"about_ca_topic_score_gemma":0.03611325,"domain_scores_codex":[0.9990096,0.000139844,0.0001200889,0.0003524455,0.0002161784,0.0001618779],"domain_scores_gemma":[0.9975591,0.0007025407,0.0002099326,0.0006537408,0.0006041296,0.0002705976],"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":[0.00002653934,0.00001120316,0.0003589449,0.000440467,0.00001216809,0.00001454978,0.00002190821,0.0001255153,0.00008855057,0.0003297428,0.9972906,0.001279881],"study_design_scores_gemma":[0.00007855362,0.00000846676,0.001791044,0.000178813,0.00001287765,0.00003543787,0.00007827506,0.000204731,0.0001792753,0.000856282,0.9965582,0.0000180017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004603347,0.00002564094,0.00004960213,0.00004540254,0.00001396167,0.000006576202,0.9986709,0.0004716944,0.000670176],"genre_scores_gemma":[0.0001784355,0.00003245915,0.0002216939,0.00005281857,0.000004186195,0.00005089607,0.9988033,0.0001679347,0.0004882886],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8444802,"threshold_uncertainty_score":0.5202656,"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."}}