{"id":"W6943302259","doi":"10.15468/dl.2jzpfs","title":"Occurrence Download","year":2025,"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":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":[0.000947545,0.002301782,0.00165069,0.004512219,0.001007275,0.002589063,0.003068499,0.00201952,0.1315273],"category_scores_gemma":[0.005906479,0.0009413218,0.001253434,0.009003633,0.0004674209,0.002347737,0.002612397,0.002015519,0.1916866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735019,"about_ca_system_score_gemma":0.002574683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02499024,"about_ca_topic_score_gemma":0.04208374,"domain_scores_codex":[0.998985,0.0001355447,0.0001366928,0.0003611793,0.0002237019,0.0001578934],"domain_scores_gemma":[0.9979123,0.0005623764,0.0001970432,0.0005336166,0.0005323843,0.0002623027],"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":[0.00003969599,0.00001374484,0.0004173924,0.0005983436,0.00001703626,0.00001803819,0.00002517688,0.0001576803,0.0001293112,0.0004434824,0.9965441,0.00159611],"study_design_scores_gemma":[0.00009032572,0.00001009605,0.001639322,0.0001854884,0.00001570294,0.00004446652,0.00007088558,0.0002219929,0.0002147306,0.0009224587,0.9965649,0.00001957668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005163308,0.00003388282,0.00005456765,0.00003681585,0.00001144456,0.000006032492,0.9985651,0.0005819378,0.0006586903],"genre_scores_gemma":[0.0001607238,0.00003765917,0.0002359591,0.00004479791,0.000002724906,0.00003448103,0.9989034,0.0001686747,0.0004114543],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8684728,"threshold_uncertainty_score":0.4400025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}