{"id":"W4396486457","doi":"10.15468/dl.jdemet","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":[0.001101525,0.001962116,0.00166938,0.004824577,0.001038327,0.002798213,0.002942225,0.002131761,0.178632],"category_scores_gemma":[0.006533172,0.001001581,0.001132031,0.00998005,0.0004657644,0.002397139,0.002554447,0.002201444,0.2266287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171296,"about_ca_system_score_gemma":0.002464164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02231774,"about_ca_topic_score_gemma":0.03616409,"domain_scores_codex":[0.9988691,0.0001540133,0.0001495193,0.000385777,0.0002633349,0.0001780794],"domain_scores_gemma":[0.9973733,0.0007711301,0.0002460782,0.000646329,0.0006576206,0.0003054911],"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":[0.00002626126,0.00001040409,0.0003140478,0.0004831667,0.00001342525,0.0000139088,0.00002177194,0.0001120818,0.00009244468,0.0003744613,0.9973916,0.001146451],"study_design_scores_gemma":[0.00007812955,0.000006472564,0.001594187,0.0001753928,0.00001316165,0.00003278036,0.00006514747,0.0001462191,0.0001655189,0.0007482333,0.9969584,0.00001634928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003228303,0.00002125123,0.00004248781,0.00003346299,0.000009880489,0.000004972336,0.9989263,0.0003284148,0.0006009153],"genre_scores_gemma":[0.0001504833,0.00003095874,0.0001860556,0.00004478099,0.000003280582,0.00004426527,0.9989214,0.0001630995,0.0004558139],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.821368,"threshold_uncertainty_score":0.5975835,"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."}}