{"id":"W4395320925","doi":"10.15468/dl.3cr2hm","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":[0.0008924659,0.001868222,0.001498074,0.004289737,0.0009916816,0.002923344,0.002783106,0.001863456,0.1870936],"category_scores_gemma":[0.005884836,0.0009150212,0.00132202,0.008706284,0.0004017502,0.002550458,0.002675001,0.001991314,0.2805651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516759,"about_ca_system_score_gemma":0.002274751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065233,"about_ca_topic_score_gemma":0.03273494,"domain_scores_codex":[0.9990068,0.0001233491,0.0001256088,0.000356176,0.0002157311,0.0001724149],"domain_scores_gemma":[0.9977653,0.0005771244,0.0001788812,0.0006211682,0.0006108456,0.0002465718],"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":[0.0000254576,0.000008867971,0.0003543406,0.000420537,0.00001312725,0.00001381588,0.00002225319,0.0001137133,0.00009810545,0.0003801216,0.9968405,0.001709247],"study_design_scores_gemma":[0.0000538781,0.00000596517,0.001455478,0.0001425438,0.00001096381,0.00003079555,0.00006507058,0.000177273,0.0001698984,0.0008287827,0.9970446,0.00001476712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004261459,0.00002831571,0.00006928275,0.00004454614,0.00001568827,0.000006214526,0.9981609,0.0007247967,0.000907601],"genre_scores_gemma":[0.0001806597,0.00003892521,0.0002708072,0.00005704652,0.000004567016,0.00004544079,0.9984975,0.0002663403,0.0006386855],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8129064,"threshold_uncertainty_score":0.6258904,"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."}}