{"id":"W6969126345","doi":"10.5479/si.00963801.2-65.46\"&gt;10.5479/si.00963801.2-65.46&lt;/a&gt","title":"Description of a new species of &lt;I&gt;Liparis&lt;/I&gt; (&lt;I&gt;L. ranula&lt;/I&gt;) obtained by the United States Fish Commission off Halifax, Nova Scotia","year":2011,"lang":"en","type":"article","venue":"DSpace Repository (Smithsonian)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Fish <Actinopterygii>; Commission; Fishing; Aquatic animal","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008956883,0.0006365039,0.0008399196,0.0002259732,0.000472898,0.00005194543,0.001103585,0.0005749011,0.001571703],"category_scores_gemma":[0.0002159815,0.0005020901,0.0003016973,0.0008209582,0.001908091,0.0004222337,0.0006327854,0.0004367662,0.000235372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095681,"about_ca_system_score_gemma":0.0001453336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349785,"about_ca_topic_score_gemma":0.005616905,"domain_scores_codex":[0.9957396,0.0007843484,0.001049106,0.0008409932,0.0006843072,0.0009016623],"domain_scores_gemma":[0.9971064,0.0002795399,0.0008513114,0.001244823,0.0001443028,0.0003736295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008956359,0.0006856223,0.160666,0.00007894297,0.0002463628,0.00004620901,0.00554799,0.0002651884,0.5317019,0.001182231,0.2974781,0.00120584],"study_design_scores_gemma":[0.001867573,0.0009736713,0.659649,0.0001478529,0.0003186291,0.0001285135,0.00043922,0.0009340016,0.08023518,0.0003773142,0.2541563,0.000772782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522392,0.0009426401,0.0009050112,0.001085245,0.001098006,0.0008018714,0.00007210488,0.0001550949,0.04270086],"genre_scores_gemma":[0.9410756,0.0003361053,0.001493528,0.0003071317,0.0001672855,0.00002255867,0.00005448687,0.00006985627,0.05647344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.498983,"threshold_uncertainty_score":0.999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670146746951353,"score_gpt":0.2127628696272155,"score_spread":0.196061402157702,"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."}}