{"id":"W4396420822","doi":"10.15468/dl.gzwtss","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Cell Image Analysis Techniques","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":[0.001114303,0.002421667,0.001895069,0.005316213,0.001210402,0.003016386,0.003477727,0.002413672,0.1458734],"category_scores_gemma":[0.00613706,0.001014326,0.001279896,0.009962948,0.0005312081,0.002647516,0.002859656,0.002361758,0.223716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873864,"about_ca_system_score_gemma":0.002642605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02399475,"about_ca_topic_score_gemma":0.04040729,"domain_scores_codex":[0.9988297,0.0001544768,0.0001483586,0.0004085548,0.0002785787,0.000180296],"domain_scores_gemma":[0.9976189,0.0006539247,0.0001982572,0.0006435004,0.0006009632,0.000284543],"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":[0.00003528148,0.00001335907,0.0003571115,0.0005601494,0.00001664667,0.00002014446,0.00002543635,0.0001442001,0.0001307413,0.0004433848,0.9968837,0.001369856],"study_design_scores_gemma":[0.00007817896,0.000007493768,0.001420122,0.0001808194,0.0000142306,0.00004390162,0.00007140222,0.000176834,0.000214206,0.0008410632,0.9969326,0.00001899506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004310436,0.00003220256,0.00005274909,0.00003773451,0.00001147015,0.000005651118,0.9986479,0.0005115395,0.000657637],"genre_scores_gemma":[0.0001386609,0.00003497001,0.0002025683,0.0000391457,0.00000265157,0.00003407573,0.9989802,0.0001624232,0.0004053292],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8541266,"threshold_uncertainty_score":0.4879952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950980043285658,"score_gpt":0.2268916208184002,"score_spread":0.2189406407751145,"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."}}