{"id":"W2306365399","doi":"","title":"Macroinvertebrate community responses to clam aquaculture practices in British Columbia, Canada","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Fishery; Geography; Oceanography; Fish <Actinopterygii>; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707036,0.000317932,0.0002863371,0.001200575,0.002547561,0.0008190107,0.0007739168,0.0003407684,0.002997809],"category_scores_gemma":[0.0009658625,0.000329923,0.000208134,0.002252325,0.0005087672,0.0002575237,0.0005755109,0.0004862765,0.0004685529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02125702,"about_ca_system_score_gemma":0.01445411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967639,"about_ca_topic_score_gemma":0.9993798,"domain_scores_codex":[0.9996585,0.00002553558,0.00002067347,0.00006878451,0.0001093449,0.0001172611],"domain_scores_gemma":[0.998727,0.00004877708,0.0001042572,0.00002437823,0.0007491838,0.0003463274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002057692,0.0001217649,0.9622481,0.00009227832,0.00009408938,0.0002568423,0.002714377,0.0003287757,0.003368667,0.00008945423,0.005389531,0.02509044],"study_design_scores_gemma":[0.000003497134,0.00001414678,0.9973328,0.00001839235,0.000007434479,0.00001911468,0.00161012,0.0001133032,0.00009308413,0.000007566708,0.0007750227,0.000005514718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993839,0.000541359,0.00005329233,0.0002847892,0.00001073934,0.00003156571,0.002578665,0.00001762796,0.002643052],"genre_scores_gemma":[0.9930344,0.0006336443,0.0002036602,0.0001382734,0.000002452709,0.00002403106,0.001452573,0.000007721403,0.004503302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125702,"threshold_uncertainty_score":0.1542312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184432997718715,"score_gpt":0.2367087400440569,"score_spread":0.2182654402721854,"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."}}