{"id":"W4396382132","doi":"10.15468/dl.h7tg46","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":[0.001068517,0.002415698,0.001844389,0.005036768,0.001165277,0.002918375,0.003306314,0.002445004,0.1331397],"category_scores_gemma":[0.005632346,0.0009729638,0.001249792,0.009142171,0.0005101869,0.002446952,0.0027481,0.002271421,0.2178767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826212,"about_ca_system_score_gemma":0.002517368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02145633,"about_ca_topic_score_gemma":0.03593594,"domain_scores_codex":[0.9988928,0.0001487029,0.0001330208,0.0003972661,0.0002567705,0.0001714389],"domain_scores_gemma":[0.9978224,0.0006002188,0.000193384,0.0005661465,0.0005509329,0.0002669063],"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":[0.00003558601,0.00001387741,0.0003886159,0.0005766116,0.0000171602,0.00001907865,0.00002354686,0.0001473424,0.0001459904,0.0003977561,0.9968131,0.00142149],"study_design_scores_gemma":[0.00008379294,0.000008489599,0.001645325,0.0001862264,0.00001575113,0.00004364184,0.00007029931,0.0002045933,0.0002448451,0.0008191697,0.9966577,0.00002013325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004242604,0.00003123941,0.00004655662,0.00003457189,0.0000108225,0.000005165775,0.9987999,0.0004612914,0.0005680115],"genre_scores_gemma":[0.0001434813,0.00003307005,0.0001958526,0.00003817529,0.000002854376,0.00003603776,0.9990245,0.000148248,0.0003777021],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8668603,"threshold_uncertainty_score":0.4453966,"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."}}