{"id":"W4291163427","doi":"10.1007/s10499-022-00956-x","title":"Market potential and challenges for wastewater aquaculture in Peru","year":2022,"lang":"en","type":"article","venue":"Aquaculture International","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Alberta","funders":"Direktion für Entwicklung und Zusammenarbeit","keywords":"Aquaculture; Business; Sustainability; Wastewater; Product (mathematics); Certification; Commercialization; Marketing; Promotion (chess); Quality (philosophy); Fishery; Fish <Actinopterygii>; Ecology; Economics; Environmental science; Biology; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002445891,0.0001773648,0.0001546827,0.00004054618,0.000230369,0.00003703859,0.0003015246,0.00005213907,0.004443384],"category_scores_gemma":[0.00003587472,0.0001352058,0.00009158821,0.00007638535,0.00007855346,0.0001687647,0.0006225053,0.0002001498,0.0000224024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139874,"about_ca_system_score_gemma":0.000004244428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169255,"about_ca_topic_score_gemma":0.0003787329,"domain_scores_codex":[0.9986959,0.00005258947,0.0002021507,0.0004158724,0.0003973005,0.0002362548],"domain_scores_gemma":[0.9997407,0.0000275008,0.00006624535,0.00009939758,0.00001590267,0.0000503114],"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":[0.00166409,0.001698442,0.09877912,0.0001826236,0.0007905351,0.0002489346,0.03483379,0.002343006,0.04452755,0.02141633,0.7220994,0.07141625],"study_design_scores_gemma":[0.0009446634,0.00009820896,0.05437029,0.000006429181,0.00001564247,0.00006386617,0.002841185,0.0007070429,0.0001539058,0.001743125,0.9388055,0.0002501867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5923257,0.003898513,0.0001185705,0.107804,0.002171916,0.001983016,0.0005810736,0.0001856159,0.2909316],"genre_scores_gemma":[0.9751181,0.0005334669,0.0009053103,0.0006513267,0.0002143055,0.0002899508,0.0001101076,0.00001714947,0.02216028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827924,"threshold_uncertainty_score":0.9964667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385073339446233,"score_gpt":0.2358168305317222,"score_spread":0.2219660971372599,"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."}}