{"id":"W4396471229","doi":"10.15468/dl.jg4n9v","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; Geography; 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":[0.001057023,0.001892503,0.001563891,0.004755193,0.000972272,0.002679486,0.002847837,0.002025303,0.171748],"category_scores_gemma":[0.006310243,0.0009637223,0.001132078,0.009201446,0.0004541815,0.002299944,0.002506061,0.002119345,0.2230986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646612,"about_ca_system_score_gemma":0.002363605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02170248,"about_ca_topic_score_gemma":0.03497906,"domain_scores_codex":[0.9989249,0.0001455036,0.0001412476,0.000369418,0.0002473157,0.0001716355],"domain_scores_gemma":[0.9974553,0.000732259,0.0002435495,0.0006448181,0.0006193171,0.0003048038],"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":[0.00002573091,0.00001008389,0.0003250095,0.0004401241,0.00001310467,0.00001388257,0.00002155711,0.000111456,0.00009115921,0.0003695143,0.9974458,0.001132651],"study_design_scores_gemma":[0.00007781049,0.000006824184,0.001660528,0.0001712722,0.00001306004,0.00003500678,0.00006690025,0.0001550911,0.0001729642,0.0007767056,0.9968473,0.00001640669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003562414,0.00002096741,0.00004488422,0.00003669301,0.00001097006,0.000005088743,0.9988647,0.0003701914,0.0006108974],"genre_scores_gemma":[0.0001586034,0.00003036679,0.0001907869,0.00004703808,0.000003450616,0.00004205061,0.9988771,0.0001740974,0.000476535],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.828252,"threshold_uncertainty_score":0.5745542,"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."}}