{"id":"W4394742339","doi":"10.1016/j.heliyon.2024.e29626","title":"Physicochemical properties of wild and cultivated Saccharina latissima macroalgae harvested in the Canadian boreal-subarctic transition zone","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de la Gaspésie et des Îles; Université Laval","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Fonds de recherche du Québec – Nature et technologies; Department of Food Science, University of Massachusetts Amherst; Université Laval","keywords":"Subarctic climate; Boreal; Transition zone; Geography; Ecology; Biology; Botany; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108503,0.000103305,0.0001142396,0.00002284974,0.0000776364,0.00009581663,0.0001141174,0.00007425582,0.00001919283],"category_scores_gemma":[0.00001594143,0.00003574626,0.0000348872,0.0003916727,0.0001211348,0.0001284879,0.00001413541,0.0001510368,0.000004645112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000552958,"about_ca_system_score_gemma":0.00002157663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08957478,"about_ca_topic_score_gemma":0.2537707,"domain_scores_codex":[0.9992718,0.00007283549,0.0001289221,0.0002034371,0.000137244,0.0001858104],"domain_scores_gemma":[0.9997965,0.00004824366,0.00001931199,0.00003918527,0.00003774129,0.00005907568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002513164,0.00003524185,0.002416021,0.00009609126,0.000009757407,0.00001022594,0.001207983,2.805197e-7,0.9800155,0.0001305703,0.000039604,0.01601364],"study_design_scores_gemma":[0.0001596588,0.000218462,0.8213795,0.0006654002,0.00002091545,0.00002829271,0.001017664,0.0004410548,0.1735381,0.0001751204,0.002155549,0.0002002558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947889,0.00165112,0.000001547141,0.002846147,0.00002872194,0.000201432,0.00002669813,0.00003024275,0.0004252042],"genre_scores_gemma":[0.9994646,0.0001488155,0.00001349835,0.0002052706,0.00006453841,0.00001730464,0.00004679038,0.000001222983,0.00003793864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8189635,"threshold_uncertainty_score":0.9164878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626014354245114,"score_gpt":0.2223155001824538,"score_spread":0.1960553566400026,"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."}}