{"id":"W4395223033","doi":"10.15468/dl.5zwfbh","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":[0.0009164857,0.001872358,0.001493502,0.004377708,0.001015571,0.002907398,0.002737593,0.001888823,0.1801905],"category_scores_gemma":[0.006081833,0.000901081,0.001284103,0.008628228,0.0004014297,0.002546525,0.002644884,0.001976069,0.2651414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525631,"about_ca_system_score_gemma":0.002304113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02066579,"about_ca_topic_score_gemma":0.03284837,"domain_scores_codex":[0.9989595,0.0001297673,0.0001306198,0.0003779568,0.0002224718,0.0001796336],"domain_scores_gemma":[0.9976791,0.000610949,0.0001870387,0.0006369153,0.000635567,0.0002504412],"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":[0.00002790446,0.0000096781,0.0003950198,0.0004411007,0.00001315562,0.00001507179,0.00002377741,0.0001225232,0.0001022977,0.0003882886,0.9967533,0.001708062],"study_design_scores_gemma":[0.00005632576,0.000006472378,0.001536831,0.0001459395,0.00001091852,0.00003177629,0.00007150525,0.0001838988,0.0001741152,0.0008117399,0.9969554,0.00001505212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004594312,0.00002744428,0.00006577579,0.00004424953,0.00001536091,0.000006393982,0.9982492,0.0006837151,0.0008619506],"genre_scores_gemma":[0.0001843787,0.0000360401,0.0002529843,0.00005351402,0.000004444495,0.00004566248,0.9985731,0.0002320649,0.0006178964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8198095,"threshold_uncertainty_score":0.6027973,"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."}}