{"id":"W4396068034","doi":"10.15468/dl.cz5vpf","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001023266,0.002165032,0.001676455,0.004726803,0.001062415,0.002692661,0.003110713,0.002279123,0.1524911],"category_scores_gemma":[0.005567467,0.0009499925,0.001147827,0.008964211,0.0004927571,0.002396072,0.002718352,0.002225226,0.2221452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643714,"about_ca_system_score_gemma":0.002351235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893613,"about_ca_topic_score_gemma":0.03226255,"domain_scores_codex":[0.9990373,0.0001343493,0.0001144375,0.0003491887,0.0002051452,0.0001596021],"domain_scores_gemma":[0.9979267,0.000591416,0.0001883458,0.0005260587,0.0004938476,0.0002736785],"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":[0.00003729513,0.00001481319,0.000401765,0.0005959219,0.00001701908,0.00001930192,0.00002631365,0.0001484406,0.0001418025,0.0004349254,0.9967161,0.00144633],"study_design_scores_gemma":[0.00009147784,0.000007941667,0.001565488,0.0001828262,0.00001429289,0.00004069988,0.00007627183,0.0001902364,0.0002152857,0.0008814646,0.9967152,0.00001876188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004612024,0.00002774139,0.00004925946,0.00003514651,0.00001072932,0.000005801838,0.9987497,0.0004204399,0.0006549731],"genre_scores_gemma":[0.0001635378,0.00003183812,0.0002176023,0.00004319203,0.000003058055,0.00003996183,0.998936,0.0001572437,0.0004076309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8475089,"threshold_uncertainty_score":0.5101335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}