{"id":"W2141992089","doi":"10.1017/s0376892906002864","title":"Contrasting the community structure and select geochemical characteristics of three intertidal regions in relation to shellfish farming","year":2006,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intertidal zone; Species richness; Fishery; Ecology; Aquaculture; Intertidal ecology; Ecosystem; Shellfish; Environmental science; Biology; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597912,0.00009389051,0.0001063523,0.00001544522,0.0001724865,0.00001136148,0.00008588414,0.00004204747,0.00007245013],"category_scores_gemma":[0.000054623,0.00007373927,0.00001924075,0.00008738846,0.0001707123,0.00008999101,0.0001857823,0.0001970963,0.000004587852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000813965,"about_ca_system_score_gemma":0.000001665535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133785,"about_ca_topic_score_gemma":0.001271341,"domain_scores_codex":[0.9993469,0.00007113117,0.0002265161,0.0001172668,0.0001259805,0.0001122319],"domain_scores_gemma":[0.9996668,0.0001130693,0.00009032012,0.0001088506,0.000001901281,0.00001905003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001572182,0.00003409329,0.8646328,0.00000403385,0.00000350889,4.10576e-7,0.0004701347,0.00001537979,0.1332361,0.00006523856,0.0001699858,0.001352575],"study_design_scores_gemma":[0.0001570561,0.00002812819,0.9948336,0.00001567389,0.00001019044,0.00000438625,0.0002111784,0.0005734253,0.002858086,0.0007526799,0.0004769312,0.0000786821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982779,0.00001251951,0.0002478561,0.0007815214,0.00001593932,0.0001955325,0.0000152161,0.000007441326,0.0004460915],"genre_scores_gemma":[0.9992779,0.00000360452,0.00032724,0.0002594686,0.00002021894,0.00000689172,0.00005392753,0.000005507976,0.00004526861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130378,"threshold_uncertainty_score":0.3007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090672531439386,"score_gpt":0.203923695273333,"score_spread":0.1930169699589392,"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."}}