{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309855,0.0003602779,0.0002414498,0.001140009,0.0009452425,0.0005072551,0.0001707168,0.000143066,0.000653962],"category_scores_gemma":[0.0001362027,0.0001088423,0.0002150628,0.001359572,0.0002715831,0.0001999364,0.0001750777,0.0001624014,0.0001450414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375487,"about_ca_system_score_gemma":0.0009815837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3474679,"about_ca_topic_score_gemma":0.6272169,"domain_scores_codex":[0.9998951,0.00000460024,0.000006882517,0.00002987013,0.0000409316,0.00002257271],"domain_scores_gemma":[0.9998115,0.00001397093,0.00004025151,0.000005282378,0.00009152438,0.00003753371],"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":[0.000588094,0.0000870226,0.3445698,0.0001753476,0.00008874303,0.0003279013,0.0008665225,0.0003398611,0.6414272,0.00005605607,0.0001419682,0.0113315],"study_design_scores_gemma":[0.00000164237,0.00004245791,0.9926669,0.000003234144,0.00001504088,0.00005010218,0.0003500687,0.00009372869,0.006397987,0.000004032803,0.0003700521,0.000004756455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989445,0.0001283825,0.00006610885,0.000004218269,0.000001198661,0.000003977402,0.0004250636,0.000003232289,0.0004233794],"genre_scores_gemma":[0.9976744,0.0001751006,0.0003173083,0.00001999017,0.000001670532,0.000009905537,0.001017341,0.000004948338,0.0007793639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6525321,"threshold_uncertainty_score":0.6908908,"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."}}