{"id":"W4396256849","doi":"10.15468/dl.hx85eb","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":[0.0009456339,0.001840561,0.00155615,0.004487775,0.0009823439,0.002591773,0.002659468,0.002084291,0.1635183],"category_scores_gemma":[0.005756594,0.0008997489,0.001111964,0.009012854,0.0004321111,0.002564419,0.002462572,0.002110088,0.2190266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637808,"about_ca_system_score_gemma":0.002225521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067693,"about_ca_topic_score_gemma":0.03652502,"domain_scores_codex":[0.9989604,0.0001481442,0.0001263009,0.0003697184,0.0002268065,0.0001686024],"domain_scores_gemma":[0.9975601,0.0006919751,0.0002259509,0.0006232949,0.0006082089,0.000290315],"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":[0.00002571476,0.00001080415,0.0003250934,0.0004459613,0.00001203935,0.00001259083,0.00001970559,0.0001153105,0.0000860392,0.0003664149,0.9974368,0.001143567],"study_design_scores_gemma":[0.00007494849,0.000007134852,0.001554504,0.0001619928,0.00001125403,0.00002916392,0.00006202755,0.0001550141,0.0001449475,0.0007913764,0.9969921,0.00001548701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003820453,0.00002395453,0.00004097853,0.00003924694,0.00001150106,0.000005253492,0.9988397,0.0003240088,0.0006771641],"genre_scores_gemma":[0.00016591,0.00003430161,0.0001910478,0.00005332179,0.000003991727,0.00004361351,0.998827,0.0001474301,0.0005332637],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8364817,"threshold_uncertainty_score":0.5470233,"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."}}