{"id":"W6926935207","doi":"10.26107/nis-2023-0124","title":"Biodiversity Record: Three Lamellaria snails at Labrador shore","year":2023,"lang":"en","type":"article","venue":"National University of Singapore","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Shore; Invertebrate; Gastropoda; Habitat","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":[0.0002487195,0.0001684153,0.0002785831,0.002348225,0.001795698,0.0008641647,0.0004904902,0.0003432615,0.00308246],"category_scores_gemma":[0.0003952081,0.0001715735,0.0001685732,0.002302662,0.001030685,0.0004633744,0.001744128,0.0003550231,0.0007643666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009014648,"about_ca_system_score_gemma":0.001080817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06201581,"about_ca_topic_score_gemma":0.244038,"domain_scores_codex":[0.9996834,0.00003016101,0.00003075923,0.00007467478,0.0000855266,0.00009549046],"domain_scores_gemma":[0.9991804,0.0000442526,0.0002923734,0.0000661767,0.0001615938,0.0002551267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001896539,0.00003913576,0.9481885,0.000206418,0.0000654518,0.001118004,0.01356784,0.00006433679,0.007581085,0.0002623831,0.002169356,0.02654783],"study_design_scores_gemma":[0.000001566916,0.00003031274,0.9835766,0.00002844427,0.00001192335,0.0004321125,0.008049691,0.00002738369,0.000211753,0.00002087439,0.00760306,0.00000630715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929178,0.0004612445,0.00009987535,0.0001735096,0.000006829708,0.00001238029,0.001925099,0.00002053883,0.004382538],"genre_scores_gemma":[0.9938048,0.0003470579,0.0003632116,0.0001139711,0.00001051078,0.00001153759,0.001634251,0.000009066518,0.003705624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9379842,"threshold_uncertainty_score":0.1233097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303913767955869,"score_gpt":0.2254986754807526,"score_spread":0.1951072986851657,"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."}}