{"id":"W4316673532","doi":"10.7717/peerj.14681","title":"Hard-bottom habitats support commercially important fish species: a systematic review for the North Atlantic Ocean and Baltic Sea","year":2023,"lang":"en","type":"review","venue":"PeerJ","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Fiskeristyrelsen; European Maritime and Fisheries Fund; International Council for the Exploration of the Sea; European Cooperation in Science and Technology; North Carolina State University; Velux Stiftung; Vattenfall","keywords":"Fishery; Oceanography; Habitat; Baltic sea; Fish <Actinopterygii>; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001907355,0.0004759137,0.002386481,0.00005525091,0.0003034251,0.0001784459,0.001008349,0.0001283198,0.00206213],"category_scores_gemma":[0.001073416,0.0002816809,0.0005622456,0.0005644292,0.0002655082,0.0001006973,0.0007144569,0.0004758976,0.0003391245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735982,"about_ca_system_score_gemma":0.0001372324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003400835,"about_ca_topic_score_gemma":0.001306808,"domain_scores_codex":[0.9964702,0.0002283009,0.001242121,0.0006146586,0.0008083657,0.0006364138],"domain_scores_gemma":[0.9970856,0.001228028,0.0004756922,0.0009587774,0.00003350601,0.0002183565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002201921,0.00002252445,0.007768552,0.8087852,0.000171554,0.00004667374,0.00004267637,5.404344e-8,7.192677e-9,0.00001421559,0.1718622,0.01128416],"study_design_scores_gemma":[0.00008798886,0.00007664225,0.001646331,0.04643936,0.001746677,0.00007342361,0.00002056812,0.00005678379,4.112039e-9,0.00001144408,0.9494933,0.0003475192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001203478,0.9850364,0.00001820998,0.00127259,0.0002035706,0.009735605,0.0005410889,0.00009075632,0.003089705],"genre_scores_gemma":[0.000001376173,0.9797252,0.00007220373,0.0006583259,0.0001040142,0.0006677256,0.0005132107,0.00008461528,0.01817337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7776311,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08024189820835029,"score_gpt":0.323071553609303,"score_spread":0.2428296554009527,"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."}}