{"id":"W2127949129","doi":"10.1371/journal.pone.0091235","title":"Ancient Clam Gardens Increased Shellfish Production: Adaptive Strategies from the Past Can Inform Food Security Today","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; National Geographic Society","keywords":"Intertidal zone; Fishery; Biomass (ecology); Productivity; Ecosystem; Shellfish; Ecosystem engineer; Bivalvia; Ecology; Juvenile; Intertidal ecology; Habitat; Aquaculture; Cockle; Biology; Mollusca; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003297291,0.0002680325,0.0002323171,0.0006251682,0.0008546196,0.0009708891,0.0004770847,0.0005074554,0.002485668],"category_scores_gemma":[0.0006788902,0.0002415488,0.0001227979,0.0004336701,0.001140654,0.0004976701,0.0008252996,0.0003095386,0.0002360163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630893,"about_ca_system_score_gemma":0.0008652877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06589542,"about_ca_topic_score_gemma":0.2852012,"domain_scores_codex":[0.9998393,0.00001503262,0.000005398274,0.00007014261,0.00002759643,0.00004250718],"domain_scores_gemma":[0.9996645,0.0000162395,0.000116339,0.00003898,0.00006728027,0.00009654674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001917999,0.00005474723,0.8904186,0.00008235574,0.000108538,0.0002397632,0.001962896,0.0006391798,0.05946174,0.0006489251,0.0006709201,0.0455205],"study_design_scores_gemma":[0.000002221202,0.00003119927,0.9977782,0.00001288656,0.00001210345,0.00005077295,0.0006781846,0.0002169636,0.0003154069,0.0001816229,0.0007146699,0.000005775189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982619,0.0002279096,0.0001959497,0.0001333654,0.000002219233,0.00000242861,0.00006651619,0.00001339002,0.001096302],"genre_scores_gemma":[0.9987779,0.0001718531,0.0004005839,0.00006274678,0.00000284519,0.000002200325,0.00006693184,0.000005250753,0.0005096276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06589542,"threshold_uncertainty_score":0.1310237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076161112767787,"score_gpt":0.1956745719539847,"score_spread":0.1749129608263068,"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."}}