{"id":"W4395784932","doi":"10.15468/dl.c8mrhn","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Forensic and Genetic Research","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":[0.001127763,0.002199625,0.001664815,0.004820051,0.001092162,0.002754058,0.003229763,0.002122128,0.1737181],"category_scores_gemma":[0.006522605,0.0009541947,0.001159081,0.008435957,0.0005056182,0.002339398,0.003101771,0.002001623,0.2371713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799733,"about_ca_system_score_gemma":0.002606502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02307897,"about_ca_topic_score_gemma":0.04134007,"domain_scores_codex":[0.9989999,0.0001232589,0.0001228133,0.0003503113,0.0002327118,0.0001710906],"domain_scores_gemma":[0.997696,0.0006054319,0.0002035709,0.000615017,0.0005945591,0.0002853605],"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":[0.00003448498,0.00001067211,0.0003597926,0.0005529713,0.00001519219,0.0000170365,0.00002234974,0.0001161441,0.0001194085,0.0003925346,0.9969525,0.001406935],"study_design_scores_gemma":[0.00008207656,0.00000707181,0.001625925,0.0002242237,0.00001406835,0.00003881014,0.00006295105,0.0001477987,0.0002059369,0.0008683816,0.9967057,0.00001717343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002969538,0.00002087907,0.00003986864,0.00002732228,0.000008534736,0.000005251638,0.9989236,0.0003832677,0.0005615404],"genre_scores_gemma":[0.0001381942,0.00002909487,0.0002000234,0.0000411015,0.000002668104,0.00003976573,0.9990054,0.0001602012,0.0003835062],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8262819,"threshold_uncertainty_score":0.581145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295990614694732,"score_gpt":0.242011487309485,"score_spread":0.2290515811625377,"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."}}