{"id":"W4396351235","doi":"10.15468/dl.h5unvq","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":[0.001135396,0.001916099,0.001583947,0.004710672,0.001035765,0.00272028,0.00294703,0.002047045,0.1821178],"category_scores_gemma":[0.006541871,0.000978015,0.001114547,0.009165161,0.0004633218,0.002344566,0.002591814,0.002202077,0.2359009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654419,"about_ca_system_score_gemma":0.002400087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207292,"about_ca_topic_score_gemma":0.03499047,"domain_scores_codex":[0.9988999,0.000153709,0.0001385115,0.0003821116,0.0002516801,0.0001739756],"domain_scores_gemma":[0.9973984,0.000759994,0.0002416533,0.0006577109,0.0006260913,0.0003162122],"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":[0.00002516833,0.00001012516,0.0003083537,0.0004162503,0.00001212517,0.00001232635,0.00002063452,0.0001055278,0.00008704195,0.0003733395,0.9974881,0.001140898],"study_design_scores_gemma":[0.0000754623,0.000006707946,0.001573939,0.0001663757,0.00001249298,0.00003363024,0.00006365548,0.0001540989,0.000165873,0.0008070966,0.9969247,0.00001591562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003639608,0.00002236721,0.00004875534,0.00003789527,0.00001125279,0.000005145419,0.9987904,0.0003777812,0.0006700654],"genre_scores_gemma":[0.0001589038,0.0000303694,0.0002030037,0.00004889908,0.000003536624,0.00004342796,0.9988332,0.0001827393,0.0004958992],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8178822,"threshold_uncertainty_score":0.6092446,"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."}}