{"id":"W6924380231","doi":"10.15468/dl.sjhs5g","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange); The Internet","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":[0.000964035,0.001964748,0.001542618,0.004681496,0.0009498369,0.002561891,0.002751407,0.002017845,0.1355072],"category_scores_gemma":[0.005802062,0.0009109691,0.001218886,0.009411669,0.0004403545,0.002210844,0.002466779,0.002122573,0.1962709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724535,"about_ca_system_score_gemma":0.002300023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02520751,"about_ca_topic_score_gemma":0.04016462,"domain_scores_codex":[0.9990327,0.0001328594,0.0001251971,0.0003291936,0.0002240324,0.0001560423],"domain_scores_gemma":[0.9977319,0.0006348598,0.000213947,0.0005850848,0.0005736123,0.0002605308],"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":[0.00002707875,0.00001152638,0.0003719588,0.000476564,0.00001441864,0.00001451607,0.00002425232,0.0001328092,0.0001014128,0.0003983144,0.9970828,0.00134446],"study_design_scores_gemma":[0.00007659919,0.000007138648,0.001847548,0.0001843946,0.00001349833,0.00003457742,0.0000765829,0.0001808106,0.0001681566,0.0007473684,0.9966467,0.00001646376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004371291,0.00002577709,0.00004620096,0.00003839922,0.00001211177,0.000005355754,0.9988501,0.0003778215,0.0006004656],"genre_scores_gemma":[0.0001533894,0.0000328259,0.0002061034,0.00004278824,0.000003421849,0.00004294637,0.9989389,0.0001495299,0.000430166],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8644928,"threshold_uncertainty_score":0.4533168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037030736519737,"score_gpt":0.2043889093728744,"score_spread":0.194018602007677,"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."}}