{"id":"W3033591300","doi":"10.1016/j.aquaeng.2020.102101","title":"Testing the efficacy of bouncing-bucket nursery systems for enhancing shell strength and thickness in on-bottom cultured Eastern oysters (Crassostrea virginica)","year":2020,"lang":"en","type":"article","venue":"Aquacultural Engineering","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Crassostrea; Shell (structure); Oyster; Fishery; Biology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004867022,0.0005428722,0.0003195148,0.0001415682,0.0003800213,0.0006057887,0.0007387316,0.0005911114,0.0009590527],"category_scores_gemma":[0.0009671292,0.0002413724,0.000311605,0.0001327267,0.0004886052,0.0006702997,0.0005084579,0.0006306914,0.0001563036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009442281,"about_ca_system_score_gemma":0.0007795001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009277888,"about_ca_topic_score_gemma":0.01906094,"domain_scores_codex":[0.9995377,0.00006586144,0.00005119872,0.0001769035,0.00008040951,0.00008793162],"domain_scores_gemma":[0.9992102,0.0002007935,0.0001717881,0.00005863061,0.0001537571,0.0002047243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006947445,0.006674227,0.00961553,0.0002741828,0.00005741788,0.00007664349,0.0003783766,0.0005208346,0.9642475,0.00004869782,0.00005307901,0.01110607],"study_design_scores_gemma":[0.0004994385,0.1146691,0.1141237,0.00005046692,0.0002680277,0.0001021874,0.000977874,0.002349172,0.7661648,0.00004864199,0.0006998862,0.00004676419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997798,0.00002670755,0.0000653527,0.000006555936,0.000005148557,0.00001926485,0.0000229143,0.000001500041,0.00007281886],"genre_scores_gemma":[0.9976466,0.0001046131,0.001029935,0.00003106213,0.000003801033,0.00006123842,0.00008801697,0.00000265384,0.001032075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009277888,"threshold_uncertainty_score":0.01844776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120011991237286,"score_gpt":0.233580119454854,"score_spread":0.2123799995424812,"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."}}