{"id":"W4396163291","doi":"10.15468/dl.dgjuhv","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":[0.000946442,0.001913822,0.001510906,0.004511743,0.000907091,0.0024033,0.0027241,0.001913742,0.1502834],"category_scores_gemma":[0.005688183,0.0008827157,0.001165273,0.009332434,0.000428479,0.002265759,0.002386695,0.002007859,0.2102014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659338,"about_ca_system_score_gemma":0.002366994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02511578,"about_ca_topic_score_gemma":0.03813655,"domain_scores_codex":[0.9990195,0.0001268962,0.000124098,0.0003386412,0.0002265075,0.0001644017],"domain_scores_gemma":[0.9975882,0.00065047,0.000224963,0.0006319717,0.0006181073,0.0002862241],"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":[0.00002987918,0.00001176775,0.0003888049,0.0004492002,0.00001381989,0.0000153855,0.00002256354,0.0001461703,0.000106744,0.0003831395,0.997103,0.001329441],"study_design_scores_gemma":[0.00007905189,0.000008461135,0.002082073,0.0001641678,0.00001330146,0.00003551664,0.00007647488,0.0002037781,0.0002065289,0.0007893331,0.9963236,0.00001784358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004148055,0.00001953279,0.00004366053,0.00003405822,0.00001066045,0.00000521783,0.9988413,0.0004128519,0.0005911916],"genre_scores_gemma":[0.0001530734,0.00002540843,0.0001777961,0.00003908949,0.000003019635,0.00003788748,0.9989825,0.0001449003,0.0004364195],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8497167,"threshold_uncertainty_score":0.502748,"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."}}