{"id":"W6924781607","doi":"10.15468/dl.rq7f6g","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Alien; Range (aeronautics)","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":[0.001014147,0.001945974,0.001620355,0.004910909,0.00105528,0.00261829,0.002800804,0.002205794,0.1555247],"category_scores_gemma":[0.006220538,0.0009136856,0.001311219,0.009630196,0.000460255,0.002436724,0.0026204,0.002030156,0.2183204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657567,"about_ca_system_score_gemma":0.002385799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232216,"about_ca_topic_score_gemma":0.03634084,"domain_scores_codex":[0.9988878,0.0001567465,0.0001421661,0.0003911204,0.0002374641,0.0001846434],"domain_scores_gemma":[0.9972682,0.0008073281,0.0002394746,0.000722831,0.0006742327,0.000288106],"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":[0.00003178828,0.00001325646,0.000406995,0.0006156665,0.00001536803,0.00001634161,0.00002552249,0.0001266596,0.0001274484,0.000374049,0.9967686,0.001478388],"study_design_scores_gemma":[0.0000744311,0.00001005938,0.002139956,0.0002245692,0.00001552933,0.00003887161,0.00008833703,0.0001551697,0.0002009517,0.0007262481,0.996307,0.00001885222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004692378,0.00002911142,0.00004115866,0.00004078252,0.00001327848,0.000005844341,0.9988399,0.0003762233,0.0006067639],"genre_scores_gemma":[0.0001633966,0.00003629231,0.0001895989,0.00004751899,0.000003707125,0.00004308709,0.9989296,0.0001312879,0.0004556006],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8444753,"threshold_uncertainty_score":0.520282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}