{"id":"W4388133368","doi":"10.1111/raq.12871","title":"Kelp breeding in China: Challenges and opportunities for solutions","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Institut Pasteur de Montevideo; National Natural Science Foundation of China; Yantai University","keywords":"Kelp; Germplasm; Biology; Biotechnology; Resource (disambiguation); Adaptability; Introgression; Ecology; Environmental planning; Environmental resource management; Geography; Agronomy","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":[0.002233896,0.0008647842,0.001104353,0.000866783,0.001148529,0.002121938,0.001626152,0.002782942,0.006970037],"category_scores_gemma":[0.001149034,0.0002444674,0.0007919091,0.001594366,0.001438712,0.003105677,0.002741375,0.002421778,0.0006720915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002392785,"about_ca_system_score_gemma":0.01614821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124654,"about_ca_topic_score_gemma":0.01635357,"domain_scores_codex":[0.9992973,0.0001194799,0.0000531264,0.0001261508,0.0001510902,0.000252968],"domain_scores_gemma":[0.9990814,0.0002148924,0.0001159849,0.00004841434,0.0002608658,0.000278503],"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":[0.0001571857,0.0001948226,0.01239798,0.01742871,0.0002240419,0.003131136,0.002391372,0.007252817,0.01648097,0.05701394,0.07998334,0.8033437],"study_design_scores_gemma":[0.0001025092,0.0003785569,0.02655383,0.00493895,0.0002745553,0.001276449,0.01112336,0.007667716,0.003476969,0.111095,0.8329151,0.0001970368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05334343,0.6441973,0.02892563,0.2435452,0.004319673,0.0002177614,0.00103202,0.0007543127,0.02366474],"genre_scores_gemma":[0.2287917,0.6960661,0.03169417,0.02800788,0.001863385,0.0004333816,0.001823982,0.00009420647,0.01122511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0124654,"threshold_uncertainty_score":0.02478564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168953763405271,"score_gpt":0.2826017524558938,"score_spread":0.1136479890506228,"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."}}