{"id":"W4396189529","doi":"10.15468/dl.ffyv7a","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":[0.0009491525,0.002061772,0.001612684,0.005099236,0.0009561687,0.002768126,0.003220022,0.002186853,0.1816162],"category_scores_gemma":[0.00665968,0.0009729777,0.001140182,0.01022253,0.0004439299,0.002574914,0.002468154,0.002182158,0.2315928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189604,"about_ca_system_score_gemma":0.002398779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02439281,"about_ca_topic_score_gemma":0.03815806,"domain_scores_codex":[0.9989707,0.0001364932,0.0001339427,0.0003397557,0.0002516225,0.0001674246],"domain_scores_gemma":[0.9975408,0.0006881278,0.0002117099,0.0006090744,0.0006681229,0.0002822778],"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":[0.00002611141,0.00001027892,0.0002654023,0.0004543805,0.00001114405,0.00001314677,0.00001750414,0.0001144215,0.00007090301,0.0003315871,0.99739,0.001295194],"study_design_scores_gemma":[0.00008476803,0.000006852875,0.001391878,0.0001708958,0.00001184367,0.00003472055,0.0000622619,0.0002022004,0.0001645631,0.0007508951,0.9971034,0.00001571082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003332046,0.00002286405,0.00004328539,0.00003758889,0.000009886683,0.000005501183,0.9987122,0.0004277272,0.0007075454],"genre_scores_gemma":[0.0001562679,0.00003348083,0.0002045141,0.00004406798,0.00000329686,0.00004445391,0.9988186,0.0001671349,0.0005281477],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8183838,"threshold_uncertainty_score":0.6075666,"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."}}