{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001863126,0.0008050761,0.0007386854,0.002893368,0.001628459,0.0006213478,0.001335954,0.001987325,0.04281279],"category_scores_gemma":[0.0004496711,0.0004102104,0.000601528,0.001300988,0.001593582,0.001893921,0.001514352,0.001562073,0.01350247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287114,"about_ca_system_score_gemma":0.001071591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00931978,"about_ca_topic_score_gemma":0.01483577,"domain_scores_codex":[0.9997298,0.00002407979,0.00003699271,0.00009368519,0.00008181934,0.00003355321],"domain_scores_gemma":[0.9995508,0.00009042166,0.00009936692,0.00005364944,0.00009824513,0.0001075089],"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":[0.001800245,0.0005242671,0.01830801,0.001995729,0.0001499935,0.01559426,0.004560399,0.00242851,0.1211477,0.01513379,0.08639975,0.7319573],"study_design_scores_gemma":[0.0004006049,0.00202748,0.1746284,0.001730101,0.0003931177,0.0242073,0.003152784,0.001862256,0.01174499,0.005227968,0.7743909,0.0002341198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3192781,0.01560566,0.03090038,0.006176502,0.008537135,0.003625341,0.01895958,0.003552155,0.5933652],"genre_scores_gemma":[0.8095331,0.005166904,0.03663564,0.005510218,0.001893611,0.001645597,0.01431757,0.0003213301,0.1249762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9906802,"threshold_uncertainty_score":0.143223,"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."}}