{"id":"W4396374553","doi":"10.15468/dl.j5xzcr","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":[0.001137306,0.002380542,0.001845021,0.004756732,0.001147169,0.002825278,0.003528218,0.002520236,0.1519118],"category_scores_gemma":[0.00611135,0.001038795,0.001230818,0.008852011,0.0005186329,0.002567508,0.002934881,0.002493535,0.2146117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837698,"about_ca_system_score_gemma":0.00253745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01984912,"about_ca_topic_score_gemma":0.0350593,"domain_scores_codex":[0.9989271,0.000150803,0.0001270791,0.0003828778,0.0002378569,0.0001743291],"domain_scores_gemma":[0.9976497,0.0006761565,0.0002142213,0.0006171347,0.0005369547,0.0003058216],"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":[0.00003801638,0.00001591907,0.000367182,0.0005951765,0.00001697292,0.00001855158,0.00002598386,0.0001583796,0.0001298886,0.0004369884,0.9967931,0.001403775],"study_design_scores_gemma":[0.0001038802,0.000009228431,0.001593508,0.0001909379,0.00001566522,0.00004267077,0.00007591379,0.0002289514,0.0002291183,0.001041602,0.9964474,0.00002125824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004609175,0.00002772526,0.0000574616,0.00003896893,0.00001124067,0.000006339627,0.9986946,0.000511284,0.0006062254],"genre_scores_gemma":[0.0001548129,0.00003175048,0.0002453341,0.00004378659,0.000002932797,0.00004490258,0.9989016,0.000173984,0.0004008769],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8480882,"threshold_uncertainty_score":0.5081955,"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."}}