{"id":"W6962718001","doi":"10.15468/dl.th7z5q","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); Range (aeronautics); Alien","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":[],"consensus_categories":[],"category_scores_codex":[0.0009941994,0.001987911,0.001594056,0.004627596,0.001090374,0.00259075,0.002889573,0.002234221,0.1514969],"category_scores_gemma":[0.006018288,0.0009215904,0.001324936,0.009009153,0.0004668894,0.002526643,0.002610432,0.002212208,0.2259611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660182,"about_ca_system_score_gemma":0.002454594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294749,"about_ca_topic_score_gemma":0.0399053,"domain_scores_codex":[0.9989009,0.0001586179,0.0001289595,0.0003893895,0.0002437595,0.0001784104],"domain_scores_gemma":[0.9973688,0.0007581429,0.0002180187,0.000727974,0.0006377893,0.0002892106],"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":[0.00002791689,0.00001230651,0.0003464749,0.0004700667,0.00001291685,0.00001379608,0.00002191569,0.0001151814,0.0001025868,0.0003467562,0.9972058,0.001324353],"study_design_scores_gemma":[0.00007226752,0.000009058723,0.001788067,0.0001900223,0.00001332942,0.00003549502,0.00007464962,0.0001611834,0.0001875686,0.0008325438,0.996618,0.00001801889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004646095,0.00002982933,0.00004599614,0.00004464378,0.00001387096,0.000006149528,0.9986589,0.0004456498,0.0007084904],"genre_scores_gemma":[0.0001548078,0.00003269808,0.0001993463,0.00004887776,0.000003539319,0.00004235625,0.9988787,0.0001516108,0.0004881739],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1514969,"threshold_uncertainty_score":0.5068074,"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."}}