{"id":"W6961486835","doi":"10.15468/dl.m8tbah","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); Set (abstract data type); Data set","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":[0.001119895,0.001875204,0.001687687,0.005502848,0.001037722,0.002919189,0.002950271,0.002018856,0.183701],"category_scores_gemma":[0.006789578,0.001013265,0.001149402,0.0111013,0.0004581908,0.002462984,0.002696184,0.002060436,0.2401525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555176,"about_ca_system_score_gemma":0.002363502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001133,"about_ca_topic_score_gemma":0.03251065,"domain_scores_codex":[0.9988558,0.0001549704,0.0001551982,0.0004027853,0.0002495983,0.000181668],"domain_scores_gemma":[0.9972227,0.000824523,0.0002687537,0.0007183618,0.0006591851,0.0003065364],"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":[0.0000274909,0.000009774643,0.0003458507,0.0005816394,0.00001583244,0.00001486325,0.00002532228,0.0001083989,0.0001079682,0.0004049411,0.9970214,0.001336509],"study_design_scores_gemma":[0.0000648393,0.0000066728,0.001664059,0.0002005344,0.00001519224,0.00003522113,0.00007276728,0.00011561,0.0001606865,0.0007637857,0.9968835,0.00001707041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003297522,0.00002413501,0.00004503122,0.0000318656,0.00001051699,0.000004515716,0.9989206,0.0003255935,0.0006048499],"genre_scores_gemma":[0.000150869,0.00003501287,0.000193818,0.00004315698,0.000003336616,0.00004126847,0.9988901,0.0001714347,0.0004709213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.816299,"threshold_uncertainty_score":0.614541,"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."}}