{"id":"W4396151975","doi":"10.15468/dl.dyrg9m","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":[0.0009634987,0.002435438,0.001874067,0.005490704,0.001019686,0.002822974,0.003185215,0.002142575,0.1462478],"category_scores_gemma":[0.005445836,0.0009719873,0.00122678,0.01033595,0.0004777099,0.002510963,0.002793371,0.002055658,0.2205226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648136,"about_ca_system_score_gemma":0.002384051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889452,"about_ca_topic_score_gemma":0.03278117,"domain_scores_codex":[0.9989511,0.0001403088,0.0001365591,0.0003827344,0.0002232278,0.0001660139],"domain_scores_gemma":[0.997862,0.0005568491,0.0002055772,0.0005516003,0.0005471919,0.0002767208],"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":[0.00004039207,0.00001333895,0.0004022595,0.0006778403,0.00001884091,0.0000180812,0.00002243405,0.0001448069,0.0001415614,0.0004116696,0.9965523,0.001556378],"study_design_scores_gemma":[0.00008196049,0.000008687077,0.001455686,0.0001788564,0.00001590127,0.00003776485,0.00005829538,0.0001618273,0.0002016285,0.0008299435,0.9969501,0.00001923076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003988104,0.00003126039,0.00004130481,0.00002988887,0.00001018349,0.000004981611,0.9988331,0.0004258329,0.0005835427],"genre_scores_gemma":[0.0001464872,0.00004026785,0.0002036108,0.0000437823,0.00000312522,0.00003631335,0.998937,0.0001578466,0.0004316436],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8537522,"threshold_uncertainty_score":0.4892477,"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."}}