{"id":"W6962200636","doi":"10.15468/dl.yzf5kw","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.0008845549,0.001993647,0.0016379,0.005103383,0.001090869,0.002680809,0.002827069,0.00219285,0.1609853],"category_scores_gemma":[0.005886558,0.0009514585,0.001454503,0.009783798,0.0004459824,0.002522699,0.002641334,0.001989097,0.2382211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565704,"about_ca_system_score_gemma":0.002394309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01982796,"about_ca_topic_score_gemma":0.03227298,"domain_scores_codex":[0.998953,0.0001379095,0.0001393148,0.0003750117,0.000217405,0.0001773342],"domain_scores_gemma":[0.9977422,0.0006137218,0.0001895622,0.0006133544,0.0005925759,0.0002486599],"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":[0.00003153783,0.00001208594,0.0004559342,0.0006913528,0.00001713909,0.00001786516,0.00002504822,0.0001335358,0.0001327507,0.0003528666,0.9961982,0.001931609],"study_design_scores_gemma":[0.00006952408,0.000009483102,0.00194058,0.0002294791,0.00001663927,0.00004844116,0.00007659028,0.0001882082,0.0001987791,0.0007258276,0.9964786,0.00001782409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005511061,0.00004627962,0.00005467538,0.00004398157,0.00001602411,0.00000675408,0.9985014,0.0005340857,0.0007416775],"genre_scores_gemma":[0.0001795392,0.00004658556,0.0002178427,0.00005515089,0.000004278245,0.00004333511,0.998792,0.0001549425,0.0005063224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8390147,"threshold_uncertainty_score":0.5385494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}