{"id":"W4395536720","doi":"10.15468/dl.7htj3t","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":[0.0009547017,0.001983881,0.001558628,0.004309099,0.0009389213,0.002546295,0.002826503,0.002122228,0.1504144],"category_scores_gemma":[0.005830552,0.000910672,0.001145133,0.008750189,0.0004207896,0.002271956,0.002493299,0.002117728,0.2067303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667222,"about_ca_system_score_gemma":0.002218088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272121,"about_ca_topic_score_gemma":0.03673166,"domain_scores_codex":[0.9990325,0.0001253402,0.0001220946,0.0003384125,0.0002247225,0.0001569446],"domain_scores_gemma":[0.9977865,0.0006195393,0.0002174338,0.0005534851,0.0005555533,0.0002674007],"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":[0.00002864975,0.00001095354,0.0003438775,0.0004761816,0.00001404753,0.00001494747,0.00002188464,0.0001282259,0.0001044545,0.0003858346,0.9972157,0.001255088],"study_design_scores_gemma":[0.00008550405,0.000007430119,0.001798249,0.0001654119,0.00001329054,0.00003509344,0.00006214035,0.0001913399,0.0001862815,0.0008043032,0.9966339,0.00001706676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003803535,0.00002259876,0.00004639555,0.00003676318,0.00001075827,0.000005182389,0.9988286,0.0004179463,0.0005936977],"genre_scores_gemma":[0.0001675329,0.00002988554,0.00020438,0.00004649542,0.000003390703,0.00004259639,0.9989017,0.0001715334,0.0004324417],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8495856,"threshold_uncertainty_score":0.5031863,"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."}}