{"id":"W6894224180","doi":"10.5479/si.00963801.77-2827.1\">10.5479/si.00963801.77-2827.1</a&gt","title":"The lysianassid amphipod crustaceans of Newfoundland, Nova Scotia, and New Brunswick in the United States National Museum","year":2013,"lang":"en","type":"article","venue":"Smithsonian Digital Repository (Smithsonian Institution)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"National museum; Crustacean; National Museum of Natural History; Nova (rocket); Amphipoda","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":[],"consensus_categories":[],"category_scores_codex":[0.0004717546,0.000239997,0.0002399798,0.0002506414,0.0006191822,0.00056862,0.0005976141,0.0001678061,0.0001954116],"category_scores_gemma":[0.0003444287,0.0001455343,0.0000806895,0.0006793241,0.001238909,0.0008494912,0.00005463938,0.0004328148,0.0002282383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005087622,"about_ca_system_score_gemma":0.001118237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06816076,"about_ca_topic_score_gemma":0.1760423,"domain_scores_codex":[0.9978637,0.000197903,0.0005158522,0.0003760338,0.0004915243,0.000555024],"domain_scores_gemma":[0.9985096,0.0005907247,0.0001794974,0.0003249253,0.0001865158,0.0002087387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006078432,0.00003926038,0.990662,0.00001492695,0.00004134147,0.00002031438,0.0003052714,0.0005213701,2.037084e-7,0.002147081,0.001753774,0.004433684],"study_design_scores_gemma":[0.0004712878,0.0001842985,0.991246,0.00002794524,0.00001010094,0.0001562321,0.0005300912,0.00186608,0.000005801442,0.001944692,0.003378881,0.0001785482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724872,0.0003527128,0.00004666807,0.004965928,0.0003838186,0.0005282847,0.00002425244,0.00003433789,0.02117682],"genre_scores_gemma":[0.9973322,0.00008076382,0.00006916624,0.0004018684,0.0001710669,0.000003615041,0.000008466007,0.000005912913,0.001926975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078815,"threshold_uncertainty_score":0.9380444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686176096732404,"score_gpt":0.2302540710226844,"score_spread":0.2133923100553604,"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."}}