{"id":"W6962445878","doi":"10.15468/dl.pbs9nc","title":"Occurrence Download","year":2022,"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); Range (aeronautics); Software","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":[0.000981306,0.00193783,0.001513386,0.004621266,0.001048428,0.002455303,0.002818518,0.002173163,0.1456012],"category_scores_gemma":[0.005768674,0.0008642302,0.001224634,0.008591823,0.0004516119,0.002359953,0.002551309,0.002101643,0.2044688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160237,"about_ca_system_score_gemma":0.002333118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099324,"about_ca_topic_score_gemma":0.03640567,"domain_scores_codex":[0.9989507,0.0001465409,0.0001304411,0.0003736672,0.0002245252,0.0001741993],"domain_scores_gemma":[0.9975151,0.000696855,0.0002311065,0.0006754504,0.0005901815,0.0002913941],"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":[0.00002824049,0.00001298804,0.0004098084,0.0004904125,0.00001375989,0.00001518096,0.00002274754,0.0001281158,0.0001094358,0.000362908,0.9970392,0.001367268],"study_design_scores_gemma":[0.00007812467,0.000009928118,0.002054878,0.0002063332,0.00001449454,0.00004316302,0.00008299768,0.0001862503,0.000190263,0.0008020917,0.9963124,0.00001904853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005082012,0.00002922883,0.00004568873,0.00004292002,0.00001456628,0.000005786731,0.9988146,0.0003784304,0.0006179095],"genre_scores_gemma":[0.0001621086,0.00003208692,0.000198817,0.00004943202,0.000003630683,0.00004155644,0.9989202,0.0001238401,0.0004682119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8543988,"threshold_uncertainty_score":0.4870844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}