{"id":"W6949336575","doi":"10.5281/zenodo.11388852","title":"Zatypota anomala","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anomala; Holarctic; Nearctic ecozone; Arctic; The arctic","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":[],"consensus_categories":[],"category_scores_codex":[0.00007145041,0.0008193565,0.0004251946,0.001574596,0.001514608,0.0004226039,0.0004553852,0.0005845432,0.02179237],"category_scores_gemma":[0.0002706453,0.0002386689,0.0003256401,0.000712919,0.0004416167,0.0009935068,0.0008198864,0.0007015343,0.009666687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152501,"about_ca_system_score_gemma":0.0003390103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009980225,"about_ca_topic_score_gemma":0.01268919,"domain_scores_codex":[0.9998162,0.00002237872,0.00002272524,0.00006126657,0.0000425619,0.00003478442],"domain_scores_gemma":[0.9999088,0.00001128147,0.0000335248,0.0000138842,0.00002436268,0.000008151173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007770528,0.0001463027,0.01438277,0.001464239,0.0000573745,0.003298433,0.00174001,0.001393788,0.05687754,0.01089966,0.02317123,0.8857917],"study_design_scores_gemma":[0.00009002898,0.000276535,0.151694,0.0007106718,0.0001615296,0.01528035,0.002104984,0.001204827,0.006552681,0.003623507,0.8182347,0.0000662911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2665837,0.02837124,0.01353672,0.001675471,0.002373523,0.001018913,0.01275942,0.001638473,0.6720425],"genre_scores_gemma":[0.8966838,0.008106789,0.0137781,0.001436757,0.0004323136,0.0002732021,0.008440004,0.0001024492,0.07074655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02179237,"threshold_uncertainty_score":0.0729028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761378839184817,"score_gpt":0.2427489765791204,"score_spread":0.2251351881872722,"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."}}