{"id":"W4395627121","doi":"10.15468/dl.42vrxd","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":[0.0009713568,0.002223758,0.001685179,0.005118583,0.0009359734,0.002643876,0.002945472,0.001980448,0.1442895],"category_scores_gemma":[0.00544487,0.0009378475,0.001090028,0.01007475,0.0004715178,0.002222371,0.002621587,0.001982786,0.1992013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611013,"about_ca_system_score_gemma":0.002374488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01973181,"about_ca_topic_score_gemma":0.03539627,"domain_scores_codex":[0.9990295,0.0001347876,0.0001265006,0.0003478548,0.0002065159,0.0001548088],"domain_scores_gemma":[0.9979472,0.000563399,0.000210623,0.0005079064,0.0004994167,0.0002715613],"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":[0.00004031804,0.00001335928,0.0004500877,0.0007024631,0.00001933606,0.00001900134,0.00002505919,0.0001539748,0.0001353543,0.0004672091,0.9964311,0.001542724],"study_design_scores_gemma":[0.00008775386,0.000007961126,0.001591573,0.0001861564,0.00001560758,0.0000383795,0.00006142294,0.000155366,0.0001884336,0.0008744692,0.9967743,0.00001855039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004085656,0.00002852449,0.00004101709,0.00002864695,0.000009018514,0.000004977723,0.9988991,0.000351637,0.0005962966],"genre_scores_gemma":[0.0001648468,0.00003798679,0.0002070008,0.0000436706,0.00000299513,0.00003848753,0.9989347,0.0001461175,0.0004242478],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8557104,"threshold_uncertainty_score":0.4826966,"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."}}