{"id":"W4416158286","doi":"10.1111/raq.70114","title":"Maladaptation to Climate Change Poses a Threat to Future Aquaculture Production","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"UK Research and Innovation","keywords":"Maladaptation; Climate change; Aquaculture; Adaptation (eye); Sustainability; Production (economics); Adaptive capacity; Action (physics)","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":[0.005172909,0.000611653,0.0005208724,0.0008135437,0.003829939,0.009759058,0.00149528,0.002925168,0.008701483],"category_scores_gemma":[0.00611007,0.0002242335,0.001145924,0.001149479,0.003044028,0.003672014,0.004626346,0.003211246,0.001845915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625449,"about_ca_system_score_gemma":0.008894339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045488,"about_ca_topic_score_gemma":0.03321108,"domain_scores_codex":[0.9968065,0.001610392,0.0001592029,0.0002261056,0.0006419257,0.0005559368],"domain_scores_gemma":[0.9935958,0.001784046,0.0009700742,0.0004629909,0.002162152,0.001024997],"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":[0.0003154109,0.0007893667,0.1915502,0.003404081,0.0003827137,0.002382697,0.0111348,0.01212526,0.01062691,0.1075825,0.07614327,0.583563],"study_design_scores_gemma":[0.00003307538,0.001602108,0.219617,0.00824819,0.0003602494,0.001604828,0.1192987,0.009658712,0.008556743,0.122043,0.5084186,0.0005588879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.2658218,0.04726977,0.0451206,0.3186715,0.007799133,0.0007836159,0.0009919395,0.0007656259,0.3127759],"genre_scores_gemma":[0.8801456,0.05267823,0.02453231,0.01278845,0.0008566386,0.0003610878,0.0004977403,0.0001001455,0.02803973],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01045488,"threshold_uncertainty_score":0.0291093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814845181871076,"score_gpt":0.3070983193526807,"score_spread":0.2789498675339699,"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."}}