{"id":"W2012127157","doi":"10.1080/00028487.2014.931300","title":"Atlantic Rock Crab, unlike American Lobster, Is Important to Ecosystem Functioning in Northumberland Strait","year":2014,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Northeast Fisheries Science Center","keywords":"Fishery; Sculpin; American lobster; Biology; Pelagic zone; Oceanography; Homarus; Crustacean; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000212459,0.0001660734,0.0003542111,0.00002011341,0.0002487408,0.00001409628,0.0003190594,0.00004732554,0.001081747],"category_scores_gemma":[0.00001510355,0.0001331172,0.0002310162,0.0006458123,0.0005449994,0.000096385,0.00004267469,0.0002167864,0.00005438161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557631,"about_ca_system_score_gemma":0.00001800022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005682484,"about_ca_topic_score_gemma":0.02363654,"domain_scores_codex":[0.998719,0.0001065299,0.0003591178,0.0003254079,0.0001439068,0.0003460363],"domain_scores_gemma":[0.9991437,0.0001071691,0.0002679718,0.0003902125,0.00001049118,0.00008043709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908093,0.00008382557,0.9843335,0.00001028459,0.00006076871,3.912125e-7,0.002366284,0.005817628,0.0009075408,0.000003696777,0.002707938,0.003649125],"study_design_scores_gemma":[0.0003171455,0.0004615653,0.9691895,0.00001313724,0.00005478297,0.00001613122,0.005064831,0.002919846,0.0002938594,0.00004714582,0.02135075,0.0002712495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905816,0.00000333506,0.006645644,0.001787667,0.0001573878,0.0001932425,0.00002762312,0.00003273833,0.0005707914],"genre_scores_gemma":[0.9971941,0.00003075468,0.0007740393,0.00141314,0.00001856942,0.00002380543,0.000002578791,0.00001534532,0.0005276595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864281,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254165791569737,"score_gpt":0.2033759564047449,"score_spread":0.1961217906131751,"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."}}