{"id":"W4395970885","doi":"10.15468/dl.d8nrjf","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":[0.0009662948,0.002009757,0.001625502,0.004738948,0.0009584466,0.002544934,0.002834626,0.002236211,0.1482715],"category_scores_gemma":[0.005993133,0.0009233658,0.001233705,0.00937812,0.0004501182,0.002257399,0.002554124,0.0020764,0.211091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730317,"about_ca_system_score_gemma":0.002339488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300028,"about_ca_topic_score_gemma":0.03661842,"domain_scores_codex":[0.9989588,0.0001366801,0.000136764,0.0003564294,0.0002424865,0.0001689416],"domain_scores_gemma":[0.9977111,0.0006376525,0.0002209343,0.0005834108,0.0005750883,0.0002717882],"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":[0.00003021687,0.00001163828,0.0003740312,0.0005087152,0.00001517744,0.00001516518,0.00002279013,0.000142958,0.0001088973,0.0003800027,0.997034,0.001356401],"study_design_scores_gemma":[0.0000898614,0.000008300797,0.001924602,0.0001894743,0.00001470331,0.00003779918,0.00007138187,0.0002059423,0.0001867362,0.0007798272,0.9964736,0.00001779325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004009027,0.00002646464,0.00004330903,0.0000372009,0.00001157111,0.000005237512,0.998867,0.0004035158,0.0005656435],"genre_scores_gemma":[0.0001611373,0.00003265845,0.0001935166,0.00004579136,0.000003426883,0.00004005272,0.9989686,0.0001488595,0.000405944],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8517286,"threshold_uncertainty_score":0.4960175,"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."}}