{"id":"W4396007336","doi":"10.15468/dl.d3vxya","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","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":[0.001026404,0.001977391,0.001630453,0.005332673,0.0009463992,0.002475088,0.002728377,0.001961206,0.1628555],"category_scores_gemma":[0.00632466,0.0009568147,0.001150112,0.01001864,0.0004524573,0.002228428,0.002618178,0.001966398,0.2060073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696143,"about_ca_system_score_gemma":0.002434286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220762,"about_ca_topic_score_gemma":0.0399406,"domain_scores_codex":[0.9989012,0.0001423181,0.0001520277,0.0003782865,0.0002411928,0.0001849796],"domain_scores_gemma":[0.9973066,0.0007492756,0.0002712349,0.0006667365,0.0006734615,0.0003327057],"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":[0.00003447002,0.00001097967,0.0004094164,0.0005923545,0.00001686948,0.00001499747,0.00002188479,0.0001179637,0.0001157846,0.0003592356,0.9970317,0.001274377],"study_design_scores_gemma":[0.0001017008,0.000009141028,0.002098623,0.0002028805,0.00001653135,0.00003920304,0.0000705687,0.0001564952,0.0002118508,0.0007700768,0.9963046,0.00001833431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003766897,0.00002255641,0.00003623039,0.00002681851,0.000009007447,0.000005123896,0.9990548,0.0003110077,0.0004967589],"genre_scores_gemma":[0.0001656977,0.00003141239,0.0001805653,0.00004120776,0.000003301958,0.00004347354,0.9990086,0.0001381764,0.0003875789],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8371445,"threshold_uncertainty_score":0.5448059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335120657589956,"score_gpt":0.2297413879443657,"score_spread":0.2063901813684662,"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."}}