{"id":"W4395242509","doi":"10.15468/dl.4c8pr6","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":[0.001120553,0.002394842,0.001908998,0.005327038,0.001145918,0.003057551,0.003391741,0.002337819,0.1538862],"category_scores_gemma":[0.006359815,0.001017992,0.001263757,0.009929398,0.0005147152,0.002574317,0.002929643,0.002343489,0.2390133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835171,"about_ca_system_score_gemma":0.002630406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02254859,"about_ca_topic_score_gemma":0.03744,"domain_scores_codex":[0.998876,0.0001483684,0.0001412022,0.0003969629,0.0002618102,0.0001755134],"domain_scores_gemma":[0.9976557,0.0006567544,0.0002017329,0.0006151359,0.0005833209,0.0002872797],"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":[0.00003568968,0.00001216506,0.0003546152,0.0006001002,0.00001681027,0.00001894881,0.00002528524,0.0001392214,0.0001294541,0.0004334297,0.996802,0.001432392],"study_design_scores_gemma":[0.00007753037,0.000007122974,0.001395903,0.0001917962,0.00001446587,0.00003968502,0.00006628621,0.0001721412,0.0002092033,0.0008508998,0.9969568,0.0000181632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003820708,0.00002971628,0.00005219799,0.00003398298,0.00001052625,0.000005195986,0.9986975,0.0005103659,0.00062224],"genre_scores_gemma":[0.0001365442,0.00003654313,0.0002103283,0.00003942195,0.000002752401,0.00003634956,0.9989313,0.0001898958,0.0004168215],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8461138,"threshold_uncertainty_score":0.5148005,"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."}}