{"id":"W2803612643","doi":"10.1002/lob.201120236","title":"ROLE OF AQUATIC NETWORKS IN THE BOREAL CARBON CYCLE: EMERGING ISSUES WORKSHOP REPORT","year":2011,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Library science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003593507,0.0004816527,0.0002552781,0.0004240246,0.0009763071,0.004198087,0.0006719214,0.001453028,0.007317674],"category_scores_gemma":[0.001650905,0.0002080574,0.0004519749,0.0006029601,0.0006137728,0.004002728,0.001378094,0.002244188,0.0006079024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067495,"about_ca_system_score_gemma":0.003702784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542613,"about_ca_topic_score_gemma":0.03512953,"domain_scores_codex":[0.9996333,0.0000698966,0.00001768409,0.00008058195,0.00009433707,0.0001041911],"domain_scores_gemma":[0.9980893,0.0005094795,0.0001464404,0.00006691491,0.0004563457,0.0007315594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001250319,0.0005123094,0.05531187,0.002582346,0.0002172095,0.001179092,0.003525976,0.004157126,0.01243013,0.0340683,0.4127058,0.4720596],"study_design_scores_gemma":[0.0001269847,0.0005391493,0.08261773,0.001165371,0.0003109804,0.0004580187,0.01318031,0.005138557,0.00566533,0.02114988,0.8695324,0.0001152964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2740155,0.1441332,0.01986732,0.3740306,0.0308177,0.0004325173,0.007688488,0.0003545312,0.1486602],"genre_scores_gemma":[0.7376032,0.1225217,0.01919829,0.01229871,0.01239401,0.0002882275,0.004824866,0.0001486129,0.0907225],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01542613,"threshold_uncertainty_score":0.03067267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007117817980901781,"score_gpt":0.2030560592693953,"score_spread":0.1959382412884935,"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."}}