{"id":"W2461817379","doi":"10.1098/rspb.2016.0816","title":"The paradox of inverted biomass pyramids in kelp forest fish communities","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biomass (ecology); Kelp; Kelp forest; Trophic level; Predatory fish; Ecology; Environmental science; Trophic cascade; Predation; Reef; Habitat; Ecosystem; Biology; Fishery; Food web","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":[0.001500873,0.00021022,0.0002724701,0.0008307319,0.0006131436,0.0009444827,0.0004849639,0.0004119217,0.001253741],"category_scores_gemma":[0.007510809,0.0003364799,0.0003021455,0.0005891015,0.00250942,0.001074057,0.001269296,0.000518558,0.0002195214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767255,"about_ca_system_score_gemma":0.0002957024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692879,"about_ca_topic_score_gemma":0.004184117,"domain_scores_codex":[0.9994173,0.0001468594,0.00003160114,0.0002149923,0.0001220163,0.000067309],"domain_scores_gemma":[0.9959688,0.001406454,0.001404643,0.0005250631,0.0004034766,0.0002915224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004994978,0.00002783675,0.9357484,0.0001243181,0.0002570081,0.0004412681,0.002405353,0.005311674,0.02105508,0.006065725,0.000491327,0.0275725],"study_design_scores_gemma":[0.00001885757,0.000157802,0.9477548,0.00003749892,0.00005343805,0.0008827627,0.002095652,0.01731452,0.002810808,0.02778898,0.001018387,0.00006653917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955931,0.00008668814,0.003066206,0.00006935196,0.000002003096,0.000003171404,0.0000514685,0.00003003431,0.001097849],"genre_scores_gemma":[0.9995331,0.00001114898,0.0003678879,0.00001960615,0.000001278371,0.000001752524,0.00002879324,0.000003338758,0.00003310465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002692879,"threshold_uncertainty_score":0.007937491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347529945290347,"score_gpt":0.2474773782929043,"score_spread":0.2127243837638696,"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."}}