{"id":"W2035638611","doi":"10.1093/icesjms/fsp196","title":"The impact of commercial fishing on the determination of habitat associations for sea scallops (Placopecten magellanicus, Gmelin)","year":2009,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Natural Resources Canada; Fisheries and Oceans Canada","funders":"","keywords":"Scallop; Fishing; Fishery; Commercial fishing; Bay; Oceanography; Habitat; Population; Geography; Ecology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101178,0.000267729,0.0001662181,0.0003731524,0.0002641802,0.0005253011,0.0003370575,0.000169552,0.001313224],"category_scores_gemma":[0.00298582,0.0001426754,0.0003735906,0.000337112,0.0003824053,0.00022024,0.000486824,0.0002089849,0.0002289365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137608,"about_ca_system_score_gemma":0.0006835499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1596704,"about_ca_topic_score_gemma":0.2820669,"domain_scores_codex":[0.9995546,0.0001665697,0.00001486093,0.0001046649,0.00008862083,0.00007062908],"domain_scores_gemma":[0.9974357,0.001274912,0.0005321973,0.0001528988,0.0003223589,0.0002818903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002719474,0.00004058004,0.9887361,0.00001863046,0.00008986107,0.000090814,0.00008028719,0.002270763,0.0026206,0.00002307427,0.0001827319,0.005574686],"study_design_scores_gemma":[0.000001784703,0.00005199483,0.9979529,0.000002732093,0.00001103033,0.00001681906,0.00006838457,0.001692744,0.0001538678,0.000009040182,0.00003662849,0.000001934608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994119,0.00007608607,0.00009308668,0.00002065832,0.000001648459,0.000002087059,0.0001120569,0.000002307215,0.0002801557],"genre_scores_gemma":[0.9995226,0.0000270405,0.0001223578,0.000007346574,8.219581e-7,0.000001533612,0.0001580049,0.000001428401,0.0001589416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596704,"threshold_uncertainty_score":0.3174821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642746508141226,"score_gpt":0.3032966437397279,"score_spread":0.2868691786583157,"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."}}