{"id":"W2978031737","doi":"10.14288/1.0093068","title":"Fine-scale population genetic structure of the eastern Pacific bay pipefish, Syngnathus leptorhynchus","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Zoology; Population; Bay; Fishery; Geography; Medicine","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":[0.00003657872,0.00007439694,0.00009900981,0.000005581968,0.000803768,0.0001217208,0.0003049291,0.00006000749,0.001610646],"category_scores_gemma":[0.00002050892,0.00002673917,0.00005414051,0.0006316938,0.00003051245,0.0001124062,0.00008469915,0.00006016758,0.000004923966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001617501,"about_ca_system_score_gemma":0.00001288099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0172024,"about_ca_topic_score_gemma":0.04936198,"domain_scores_codex":[0.9993798,0.00006812841,0.0001810589,0.0001489961,0.0001194205,0.00010265],"domain_scores_gemma":[0.9996778,0.00003639059,0.0001127336,0.00008615578,0.00005610081,0.000030858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007022899,0.0002397356,0.9221984,0.000009716083,0.0000482982,7.615328e-7,0.001029889,0.00002682171,0.03381698,0.0001498924,0.02350051,0.01890883],"study_design_scores_gemma":[0.0001161581,0.0001017677,0.989762,0.00001678017,0.00002709888,0.00000619416,0.0003914072,0.0002787197,0.003495129,0.002900377,0.00279724,0.0001070967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739783,0.00001093676,0.0000138712,0.0001848847,0.0001951465,0.0003759032,0.00004762512,0.00001366754,0.02517967],"genre_scores_gemma":[0.9721473,0.000001671712,0.0001874048,0.00004089458,0.0000657939,0.00001674875,0.00001687514,8.067154e-7,0.0275225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0675637,"threshold_uncertainty_score":0.999302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662758946990098,"score_gpt":0.2011166908295964,"score_spread":0.1744891013596954,"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."}}