{"id":"W4395922080","doi":"10.15468/dl.9m849e","title":"Occurrence Download","year":2022,"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":[0.001045877,0.001978498,0.001575577,0.004793044,0.001002329,0.002633159,0.002849444,0.002116781,0.1592743],"category_scores_gemma":[0.00611398,0.000964096,0.001186875,0.009233392,0.0004560254,0.002385748,0.002604316,0.002178704,0.2080336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742145,"about_ca_system_score_gemma":0.00242084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02439759,"about_ca_topic_score_gemma":0.04006934,"domain_scores_codex":[0.9989244,0.0001438599,0.0001423946,0.0003698864,0.0002476158,0.0001718577],"domain_scores_gemma":[0.997413,0.0007404826,0.0002365028,0.0006564352,0.0006567405,0.0002969753],"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":[0.00002835228,0.00001125137,0.0003535764,0.0004696212,0.00001395108,0.0000158895,0.00002333245,0.0001192865,0.00009801151,0.0003930129,0.9972869,0.001186856],"study_design_scores_gemma":[0.00008182853,0.000007174256,0.00182542,0.0001710018,0.00001341567,0.00003794215,0.00007087926,0.0001738926,0.0001767641,0.0007948703,0.9966291,0.00001767947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003644815,0.000020623,0.00004566019,0.0000354073,0.00001040558,0.000005122213,0.9988514,0.0003922058,0.0006028127],"genre_scores_gemma":[0.000151888,0.00002911668,0.0001961877,0.00004454467,0.00000304693,0.00003937845,0.9989498,0.0001622782,0.0004238283],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8407257,"threshold_uncertainty_score":0.5328256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}