{"id":"W4396187933","doi":"10.15468/dl.cyayev","title":"Occurrence Download","year":2023,"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":[0.0009367891,0.001999412,0.00161124,0.004404872,0.0009786717,0.002506803,0.002903463,0.002147513,0.144103],"category_scores_gemma":[0.005552207,0.0009279422,0.001241888,0.008903945,0.0004317646,0.002294452,0.002539468,0.002062285,0.2021825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780634,"about_ca_system_score_gemma":0.002237212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02569141,"about_ca_topic_score_gemma":0.04068481,"domain_scores_codex":[0.9990391,0.0001258189,0.0001227059,0.0003265996,0.0002278994,0.0001579161],"domain_scores_gemma":[0.9979495,0.000558137,0.0001928237,0.0005326118,0.0005284557,0.0002384311],"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":[0.00002977653,0.00001145337,0.0003689465,0.0004972448,0.00001515901,0.0000161744,0.00002419656,0.0001388045,0.0001113777,0.0004032172,0.9970244,0.001359298],"study_design_scores_gemma":[0.00008232944,0.000007213294,0.001805178,0.0001760404,0.000013557,0.00003711926,0.00007012081,0.0001924083,0.0001903919,0.0007698485,0.9966388,0.00001693028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004293245,0.0000257998,0.00005107986,0.00003734161,0.00001107813,0.000005575954,0.9987085,0.0004669377,0.0006507883],"genre_scores_gemma":[0.00016595,0.00003165511,0.0002072795,0.00004557997,0.000003088791,0.0000420613,0.9989279,0.0001712572,0.0004052301],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.855897,"threshold_uncertainty_score":0.4820725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}