{"id":"W2155871316","doi":"","title":"THE STANDARD DILEMMA: A COMPARATIVE ANALYSIS OF GLOBAL SALMON AQUACULTURE STANDARDS","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Aquaculture; Fishery; Fish <Actinopterygii>; Biology; Mathematics","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":[0.02055075,0.0004550332,0.0008194325,0.007045355,0.002391569,0.005335039,0.001052661,0.00139422,0.006017167],"category_scores_gemma":[0.04262307,0.0002025035,0.000952034,0.009778799,0.007214247,0.01007457,0.004934914,0.001964604,0.0002019955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007365108,"about_ca_system_score_gemma":0.005147871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009495529,"about_ca_topic_score_gemma":0.01594655,"domain_scores_codex":[0.9859203,0.00735213,0.000433351,0.0006902795,0.004696522,0.0009074466],"domain_scores_gemma":[0.9686589,0.02040923,0.002940352,0.001749887,0.005467079,0.0007745269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006296952,0.0001281959,0.02158319,0.000570344,0.0002893725,0.0002642635,0.01044184,0.00607206,0.0005768498,0.8331736,0.0111071,0.1151633],"study_design_scores_gemma":[0.0003002811,0.001050407,0.123497,0.001455395,0.0005140406,0.0003551231,0.08185026,0.01071673,0.001756017,0.6723714,0.1059435,0.0001897381],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5573832,0.01722465,0.01876912,0.02212755,0.0003581753,0.0003130095,0.0008518769,0.00005620913,0.3829161],"genre_scores_gemma":[0.9935945,0.001702374,0.002082125,0.0005780121,0.00003261677,0.00006944428,0.0002105667,0.00003016762,0.00170032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055075,"threshold_uncertainty_score":0.108684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009938764746887605,"score_gpt":0.2866770231658506,"score_spread":0.276738258418963,"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."}}