{"id":"W4395558338","doi":"10.15468/dl.2ebmed","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":[0.00099567,0.001858204,0.001572679,0.004777967,0.001001235,0.00267239,0.002700777,0.002050953,0.1666321],"category_scores_gemma":[0.005930802,0.0009162976,0.001084241,0.00964311,0.0004270682,0.002377152,0.002382718,0.002122463,0.2271807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670883,"about_ca_system_score_gemma":0.002220597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01947439,"about_ca_topic_score_gemma":0.03274953,"domain_scores_codex":[0.9989453,0.0001451102,0.0001311094,0.000365955,0.0002376626,0.0001748918],"domain_scores_gemma":[0.9976001,0.0006824117,0.0002284063,0.0005878354,0.0006104691,0.0002907186],"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":[0.0000267897,0.00001046504,0.0003279203,0.0004556158,0.00001247999,0.00001279248,0.00001926135,0.0001059588,0.0000946495,0.0003766382,0.9973803,0.001177147],"study_design_scores_gemma":[0.00007249344,0.000006467521,0.001571549,0.0001650276,0.00001163482,0.0000299308,0.00006149465,0.0001346449,0.0001613358,0.0007301417,0.99704,0.00001533917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003626294,0.00002420154,0.0000400953,0.00003517656,0.00001092386,0.000004842931,0.9988934,0.0002945603,0.0006604511],"genre_scores_gemma":[0.0001612132,0.00003377865,0.0001751302,0.00004719029,0.000003765046,0.00004237423,0.9988882,0.0001420815,0.0005062697],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8333679,"threshold_uncertainty_score":0.5574398,"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."}}