{"id":"W4396164926","doi":"10.15468/dl.dxgbyd","title":"Occurrence Download","year":2020,"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":[0.0006831299,0.003015193,0.002171147,0.007211669,0.001177388,0.002946886,0.002199061,0.002597419,0.2355525],"category_scores_gemma":[0.004595746,0.0009518412,0.001975326,0.009554642,0.0003810517,0.002990876,0.003045163,0.001880749,0.2924074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288318,"about_ca_system_score_gemma":0.002546841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02262933,"about_ca_topic_score_gemma":0.03564321,"domain_scores_codex":[0.9990232,0.0001073745,0.0001501788,0.0003495756,0.000190917,0.0001787756],"domain_scores_gemma":[0.9980262,0.000601339,0.0001760392,0.0004510034,0.0004628572,0.0002825652],"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":[0.00007567132,0.00002584257,0.0005361545,0.001020721,0.00002502511,0.00004294444,0.00003986089,0.0002174927,0.0001900244,0.0004663947,0.9931293,0.004230469],"study_design_scores_gemma":[0.0001101079,0.0000183563,0.002021282,0.000259245,0.00002722945,0.00008521578,0.0001121624,0.0004458284,0.0002376025,0.001155075,0.9954966,0.00003143664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001073205,0.00008835571,0.0001175488,0.00005083427,0.00003195457,0.00001401422,0.9963515,0.001607369,0.001631013],"genre_scores_gemma":[0.0002988275,0.00008591816,0.0006057555,0.00008718367,0.000008684953,0.00005978928,0.9975718,0.000336068,0.0009460634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7644476,"threshold_uncertainty_score":0.7880015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}