{"id":"W3133374106","doi":"10.1111/raq.12524","title":"Kelp aquaculture in China: a retrospective and future prospects","year":2021,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"National Natural Science Foundation of China","keywords":"Kelp; Kelp forest; Context (archaeology); Aquaculture; Germplasm; Fishery; Biology; Ecology; Agronomy; Fish <Actinopterygii>","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":[0.0009543938,0.0004650965,0.0004025779,0.004776603,0.00053544,0.001200573,0.0003748464,0.0003893606,0.002885399],"category_scores_gemma":[0.000641802,0.0002585938,0.0006918847,0.00811431,0.0004642486,0.001304838,0.000723818,0.0003855007,0.0004440146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328826,"about_ca_system_score_gemma":0.003791614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157694,"about_ca_topic_score_gemma":0.01955262,"domain_scores_codex":[0.9996603,0.00003009521,0.00008549673,0.0000673975,0.00009381922,0.00006296924],"domain_scores_gemma":[0.9994249,0.0000912317,0.0001296546,0.00002989418,0.0002280246,0.0000963088],"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":[0.0002149744,0.0001100724,0.3465114,0.01152794,0.0004327551,0.003997293,0.001811318,0.001344762,0.002112662,0.004765289,0.01986121,0.6073103],"study_design_scores_gemma":[0.000017912,0.0003203631,0.7151014,0.003354548,0.0007378031,0.00853194,0.003848962,0.0008040905,0.0009164765,0.0009992857,0.2652326,0.0001346488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2757288,0.6919462,0.002030086,0.004772277,0.0007292335,0.0001506284,0.007735005,0.0001383852,0.01676934],"genre_scores_gemma":[0.3534782,0.6326799,0.001280937,0.001136375,0.0003911603,0.0000907971,0.006509157,0.0000207449,0.004412688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02157694,"threshold_uncertainty_score":0.04290271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037734537104756,"score_gpt":0.2278049703775764,"score_spread":0.2174276250065288,"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."}}