{"id":"W4395225060","doi":"10.15468/dl.6yapzg","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":[0.0009847648,0.002110427,0.001587816,0.004340263,0.0009751804,0.002487002,0.002894069,0.002165047,0.1467389],"category_scores_gemma":[0.005753284,0.0009276107,0.001211363,0.009141596,0.0004365449,0.002198613,0.002446163,0.002110461,0.2037568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779387,"about_ca_system_score_gemma":0.002397544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02495649,"about_ca_topic_score_gemma":0.03811944,"domain_scores_codex":[0.9989894,0.00013678,0.0001318726,0.0003442236,0.0002329832,0.0001647996],"domain_scores_gemma":[0.9977468,0.0006424166,0.0002122374,0.0005703504,0.0005646978,0.0002635128],"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":[0.00002969551,0.00001154432,0.0003415688,0.0004735303,0.00001396359,0.00001475689,0.00002276197,0.0001318036,0.0001045788,0.0003922105,0.9972067,0.001256926],"study_design_scores_gemma":[0.00008888786,0.000007587658,0.001711551,0.0001756661,0.00001375161,0.00003598838,0.00006550118,0.0002045487,0.0002004977,0.000829292,0.9966493,0.00001743467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003871672,0.00002382379,0.0000470668,0.00003558285,0.0000105884,0.000005438634,0.9988372,0.0004141002,0.0005876347],"genre_scores_gemma":[0.0001582211,0.00003094398,0.0002110501,0.00004521742,0.000003122061,0.000044323,0.9989308,0.0001606712,0.0004157513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8532611,"threshold_uncertainty_score":0.4908904,"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."}}