{"id":"W2986364175","doi":"10.3389/fmars.2019.00675","title":"Ecological Role of an Offshore Industry Artificial Structure","year":2019,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Horizon 2020 Framework Programme; Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Trawling; Biology; Ecology; Intertidal zone; Fauna; Invertebrate; Fishery; Oceanography; Fishing; 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":[0.00005416897,0.00008988816,0.00006409783,0.0003457564,0.0003418866,0.0003839334,0.0001914315,0.0001102472,0.001184581],"category_scores_gemma":[0.0003418578,0.00007560533,0.0000574234,0.0002370415,0.0003561626,0.0001282629,0.000589233,0.00009574978,0.0002229848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226296,"about_ca_system_score_gemma":0.0004007274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0156033,"about_ca_topic_score_gemma":0.06039635,"domain_scores_codex":[0.9999207,0.000009602831,0.000004268844,0.00001894741,0.00002837748,0.00001808545],"domain_scores_gemma":[0.9997181,0.00002260573,0.0001052505,0.00001844621,0.0000654564,0.00007019406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006958803,0.00004511717,0.9610745,0.0000172967,0.00001207605,0.0002893399,0.0006357359,0.0007936349,0.01959777,0.0003034059,0.0001416758,0.0170198],"study_design_scores_gemma":[0.000001107989,0.0000582485,0.9977361,0.000003598591,0.000003182895,0.00008171078,0.0004906814,0.0006179529,0.0003307482,0.00002302136,0.0006520762,0.000001704279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985348,0.000008663054,0.00006300052,0.000008234132,5.018338e-7,0.000002289849,0.0000338777,0.00000139874,0.001347247],"genre_scores_gemma":[0.9993303,0.00001024719,0.0001358556,0.000002976704,6.53546e-7,0.000001314122,0.00005013564,7.934952e-7,0.0004678246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0156033,"threshold_uncertainty_score":0.03102499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00856919121264258,"score_gpt":0.2319461265211288,"score_spread":0.2233769353084862,"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."}}