{"id":"W7100706248","doi":"","title":"CANADIAN AQUACULTURE Innovating in a Flattened World","year":2008,"lang":"en","type":"article","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Feature (linguistics); Production (economics); World economy","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":[0.001007591,0.0002179231,0.0002229941,0.001263828,0.0182956,0.00578316,0.0009475021,0.0009083741,0.03024083],"category_scores_gemma":[0.001697586,0.0001967581,0.0002696789,0.003278511,0.003097272,0.001418653,0.002341663,0.001482278,0.001958624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06194816,"about_ca_system_score_gemma":0.1115199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983888,"about_ca_topic_score_gemma":0.9968382,"domain_scores_codex":[0.9987124,0.0000941069,0.00002437726,0.0001597573,0.0005686555,0.0004407391],"domain_scores_gemma":[0.9980459,0.0001004314,0.00006493354,0.00007682847,0.0008453531,0.0008665567],"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":[0.0003839645,0.0003171754,0.06342354,0.0003972632,0.00004185088,0.007097595,0.0616099,0.002536335,0.006477188,0.2961079,0.3075951,0.2540122],"study_design_scores_gemma":[0.00001888851,0.00007681992,0.04551903,0.0001041667,0.00001383807,0.000313746,0.03691628,0.0006454029,0.0004275721,0.003449227,0.9124507,0.00006431725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3090456,0.001325388,0.000744755,0.02471723,0.0002837374,0.000105626,0.00087375,0.0001181356,0.6627857],"genre_scores_gemma":[0.6193911,0.002762469,0.00298781,0.003659485,0.00003561309,0.00004819481,0.0006900073,0.00006469186,0.3703607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06194816,"threshold_uncertainty_score":0.4494674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009499236689832794,"score_gpt":0.1851453343928996,"score_spread":0.1756460977030668,"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."}}