{"id":"W4395730668","doi":"10.15468/dl.98sx96","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":[0.0009812377,0.002018672,0.001683861,0.004541464,0.0009596052,0.002548773,0.002889309,0.002233883,0.1408369],"category_scores_gemma":[0.005428951,0.0009576401,0.001162416,0.009176193,0.0004633039,0.002199827,0.002428884,0.002124418,0.1992925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586378,"about_ca_system_score_gemma":0.002206825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02007459,"about_ca_topic_score_gemma":0.03363698,"domain_scores_codex":[0.9989736,0.0001398363,0.0001326819,0.0003634075,0.0002205326,0.0001700039],"domain_scores_gemma":[0.9977401,0.0006231274,0.0002329188,0.000570132,0.0005500821,0.0002835923],"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":[0.0000318288,0.00001317925,0.0003948326,0.0005777316,0.00001642941,0.00001582084,0.0000221714,0.0001406425,0.0001185363,0.0003567406,0.997103,0.001208956],"study_design_scores_gemma":[0.0001022098,0.000008966599,0.002023699,0.0001987373,0.00001583474,0.00003885401,0.00007117168,0.0001762229,0.0001928923,0.0007365501,0.9964164,0.00001843455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004142626,0.00002492094,0.00003726002,0.00003174209,0.00001065131,0.00000513193,0.9990432,0.0002928855,0.000512844],"genre_scores_gemma":[0.0001644107,0.00003179061,0.0001721015,0.00004470411,0.000003372811,0.00004293138,0.9990323,0.0001171894,0.0003912174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.859163,"threshold_uncertainty_score":0.4711465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}