{"id":"W4395854528","doi":"10.15468/dl.9cemgq","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":[0.001019375,0.002406898,0.001959185,0.005502593,0.001121942,0.002973504,0.003307048,0.002515216,0.1387607],"category_scores_gemma":[0.00596299,0.0009826692,0.001257992,0.01025953,0.0004933343,0.002598224,0.002789119,0.002259082,0.2102903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744164,"about_ca_system_score_gemma":0.002397971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966441,"about_ca_topic_score_gemma":0.03238581,"domain_scores_codex":[0.9988955,0.0001454252,0.0001406542,0.0003978824,0.0002460064,0.0001745272],"domain_scores_gemma":[0.9977441,0.0006386538,0.0002072818,0.0005890966,0.0005368929,0.0002839756],"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":[0.0000414637,0.00001463903,0.0004026578,0.0007227971,0.00001882681,0.00002150667,0.00002359758,0.0001604244,0.0001469143,0.0004093249,0.996555,0.001482904],"study_design_scores_gemma":[0.00009891614,0.000009493346,0.001651183,0.0002166139,0.00001676942,0.00004695159,0.00006965822,0.0002033415,0.0002201153,0.0008365657,0.9966099,0.00002061148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004312141,0.00003487629,0.00004308541,0.00003455907,0.00001100133,0.000005411121,0.9988601,0.0004353689,0.000532403],"genre_scores_gemma":[0.0001537642,0.00004073607,0.0001893181,0.00004200993,0.000003126026,0.00003776629,0.999019,0.0001406497,0.0003735322],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8612393,"threshold_uncertainty_score":0.4642007,"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."}}