{"id":"W4409834415","doi":"10.1111/jpy.70013","title":"A simple and effective protocol for cryopreservation of germplasm of the bull kelp, <i>Nereocystis luetkeana</i> (Phaeophyceae)","year":2025,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Pacific Salmon Foundation; Mitacs","keywords":"Kelp; Biology; Kelp forest; Biodiversity; Germplasm; Ecology; Fishery; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003741545,0.000455589,0.0002919624,0.000411339,0.0006402606,0.0003386142,0.000487262,0.0005117627,0.001320254],"category_scores_gemma":[0.0001834685,0.0001466322,0.0003193859,0.0003663508,0.0003641422,0.0004826705,0.0004197045,0.0006926935,0.0007012833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166992,"about_ca_system_score_gemma":0.0003505143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007957045,"about_ca_topic_score_gemma":0.002536608,"domain_scores_codex":[0.9996336,0.00003759029,0.00007048656,0.0001083832,0.0001158707,0.00003402956],"domain_scores_gemma":[0.9998821,0.0000179285,0.0000361679,0.00001786692,0.00002667307,0.00001928815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002799717,0.00002908769,0.0003472549,0.0001274344,0.000007121037,0.0001098625,0.00006290094,0.00006527117,0.9958202,0.000074631,0.00009560992,0.003232728],"study_design_scores_gemma":[0.00001514135,0.00049185,0.01463219,0.0000495114,0.00007897689,0.0009758787,0.0001504917,0.0004837603,0.9631689,0.00008433835,0.01982975,0.000039109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8739119,0.01292716,0.09727697,0.0003862843,0.0005838935,0.002041322,0.002814347,0.0004795197,0.009578671],"genre_scores_gemma":[0.8227355,0.007886315,0.1515087,0.0003166003,0.00008941923,0.001734906,0.006813665,0.000160459,0.008754453],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001320254,"threshold_uncertainty_score":0.004416645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654814168311317,"score_gpt":0.2582290561789177,"score_spread":0.2495742420106064,"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."}}