{"id":"W4396164111","doi":"10.15468/dl.csdv92","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":[0.001010015,0.002030391,0.001700997,0.004887722,0.0009677988,0.002710644,0.002882103,0.002115618,0.1593009],"category_scores_gemma":[0.005515752,0.0008845655,0.00106176,0.009676013,0.000457713,0.002309309,0.002584557,0.002036975,0.2221693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571625,"about_ca_system_score_gemma":0.002249751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737889,"about_ca_topic_score_gemma":0.02989442,"domain_scores_codex":[0.9990572,0.0001316181,0.000113268,0.0003383041,0.0002085978,0.0001510323],"domain_scores_gemma":[0.9979899,0.0005675847,0.000186964,0.0005091349,0.0004799949,0.0002663317],"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":[0.00003802236,0.0000132605,0.0004010753,0.0006328983,0.00001769709,0.00001772398,0.00002225079,0.0001673699,0.0001371806,0.0004377872,0.996563,0.001551777],"study_design_scores_gemma":[0.0000877506,0.00000806714,0.001607087,0.000196871,0.00001448728,0.00003794465,0.00006475744,0.0001773507,0.0002003724,0.0008864762,0.9967012,0.00001760987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004076761,0.00003107041,0.00004277897,0.00003131278,0.000009447803,0.000004868087,0.9989016,0.0003545799,0.0005836253],"genre_scores_gemma":[0.0001673335,0.00003662525,0.0001872501,0.00004149286,0.000002993252,0.0000347753,0.9989749,0.0001369812,0.0004177005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8406991,"threshold_uncertainty_score":0.5329148,"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."}}