{"id":"W6944018675","doi":"10.17632/wsf3n6j2w6","title":"Online supplementary material for: Clements JC, Comeau LA. 2019. Nitrogen removal potential of shellfish aquaculture harvests in eastern Canada: a comparison of culture methods . Aquaculture Reports.","year":2019,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shellfish; Aquaculture; Raw material; Nitrogen; Statistical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003275646,0.001747124,0.004016777,0.0005299557,0.0001408809,0.0002030001,0.005147945,0.001392373,0.001451815],"category_scores_gemma":[0.0004058201,0.001563034,0.0003838321,0.0007490093,0.00025973,0.0007217156,0.003753797,0.001646908,0.00002567973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009106423,"about_ca_system_score_gemma":0.002217815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5329625,"about_ca_topic_score_gemma":0.8161489,"domain_scores_codex":[0.9866542,0.00175106,0.004793953,0.002689294,0.002630739,0.001480811],"domain_scores_gemma":[0.9876541,0.000155682,0.005111624,0.006156262,0.0005179167,0.0004044436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001436265,0.001966223,0.0017096,0.001673283,0.001808716,0.000474338,0.0001753517,0.00005145555,0.00739438,0.00000189443,0.9829955,0.00031299],"study_design_scores_gemma":[0.00431776,0.0003303712,0.0001978886,0.0007593397,0.002159649,0.0003460506,0.0009963624,0.000519946,0.002339584,0.00003446259,0.9866115,0.001387091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004118456,0.000833157,0.00008017073,0.0001297452,0.002098934,0.003650203,0.989036,0.00003635392,0.00001693204],"genre_scores_gemma":[0.0003955672,0.0001680076,0.03791425,0.0001512761,0.0005595174,0.00007578584,0.960058,0.0002602847,0.0004173324],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2831865,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152518982220756,"score_gpt":0.3881567641693432,"score_spread":0.3266315743471356,"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."}}