{"id":"W4395853774","doi":"10.15468/dl.bkk6bv","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.000982283,0.001983112,0.001612201,0.004474485,0.0009356942,0.002517816,0.002805774,0.002056016,0.1494735],"category_scores_gemma":[0.005988774,0.0009482242,0.00116616,0.009297851,0.0004311325,0.002242843,0.002431035,0.00211018,0.1984197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720552,"about_ca_system_score_gemma":0.002245996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02435201,"about_ca_topic_score_gemma":0.03753113,"domain_scores_codex":[0.9989933,0.0001360931,0.000130783,0.0003434678,0.0002354961,0.0001608665],"domain_scores_gemma":[0.9976774,0.0006828415,0.0002231668,0.0005736294,0.0005778401,0.0002651931],"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":[0.00002943156,0.00001116266,0.0003510309,0.0005078308,0.00001495192,0.00001493238,0.00002371813,0.0001401479,0.0001047394,0.0004010007,0.9970559,0.001345132],"study_design_scores_gemma":[0.00008692412,0.000007380718,0.001846091,0.0001802995,0.00001392856,0.00003574026,0.00006868065,0.0001957702,0.0001855683,0.0007979592,0.9965644,0.00001716239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004027728,0.00002384632,0.00004913893,0.00003575878,0.00001003553,0.000005241525,0.9988195,0.0004268627,0.0005892343],"genre_scores_gemma":[0.0001711876,0.00003189848,0.00021393,0.00004367688,0.000003132066,0.00004451761,0.998901,0.0001748659,0.0004157457],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8505265,"threshold_uncertainty_score":0.5000386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}