{"id":"W4395282134","doi":"10.15468/dl.5csf98","title":"Occurrence Download","year":2020,"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":[0.001065508,0.001971023,0.001629788,0.005080441,0.0009548003,0.00285017,0.003050367,0.002027443,0.1662644],"category_scores_gemma":[0.005808091,0.0009225848,0.001048959,0.01005832,0.0004718052,0.002396275,0.002582851,0.002109561,0.2188846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730882,"about_ca_system_score_gemma":0.002508651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02055257,"about_ca_topic_score_gemma":0.03263222,"domain_scores_codex":[0.999054,0.0001296012,0.0001188369,0.0003233621,0.0002192276,0.0001549326],"domain_scores_gemma":[0.997917,0.0005897007,0.0001962828,0.0005185388,0.000490419,0.0002880079],"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":[0.00003632566,0.00001185373,0.0003652573,0.000570219,0.00001622659,0.00001677995,0.00002328219,0.0001553482,0.0001204648,0.0004986214,0.9966136,0.001572171],"study_design_scores_gemma":[0.0000790729,0.000006812639,0.001478519,0.0001757973,0.00001324695,0.00003360701,0.00006204627,0.0001655789,0.0001927479,0.0009182187,0.9968574,0.00001686506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003575016,0.00002572079,0.00004440027,0.00003221375,0.000009140922,0.000004665338,0.9988501,0.0003685584,0.0006294703],"genre_scores_gemma":[0.0001595526,0.00003432299,0.0001814648,0.00004124942,0.000002654065,0.00003440112,0.998931,0.0001518178,0.0004635513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8337356,"threshold_uncertainty_score":0.5562099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261010580925862,"score_gpt":0.2090413260335542,"score_spread":0.1964312202242955,"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."}}