{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001955169,0.00008541379,0.0001706095,0.0001927743,0.0001993367,0.000004654433,0.0001154627,0.0001199492,0.001136943],"category_scores_gemma":[0.0001162149,0.00008564581,0.0001044702,0.000448582,0.0001373057,0.0000816853,0.0001338763,0.0001188067,0.0003148596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714865,"about_ca_system_score_gemma":0.00009925134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586928,"about_ca_topic_score_gemma":0.0003148001,"domain_scores_codex":[0.9992497,0.00001508767,0.00008584352,0.0002214826,0.0002934395,0.0001344417],"domain_scores_gemma":[0.9993277,0.00005863524,0.00007966723,0.0001081246,0.0003562113,0.00006968882],"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":[0.002485693,0.00027748,0.05788999,0.0003029329,0.0003927794,0.000327236,0.001120561,0.00001287497,0.2026728,0.001623226,0.7133322,0.01956224],"study_design_scores_gemma":[0.004026143,0.0006088347,0.434156,0.0002837238,0.0004364258,0.00008083543,0.00209855,0.0006003642,0.05649386,0.001621255,0.4989019,0.0006921141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984381,0.00002990043,0.000006719368,0.01204967,0.0001111765,0.0001477651,0.0002075888,0.00008383095,0.002982413],"genre_scores_gemma":[0.9933159,0.00006950901,0.001167774,0.0001773431,0.00007986544,8.18677e-9,0.0002918233,0.000004683412,0.004893073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376266,"threshold_uncertainty_score":0.9997761,"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."}}