{"id":"W3177133828","doi":"10.1093/pcp/pcab099","title":"Seed Mucilage: Biological Functions and Potential Applications in Biotechnology","year":2021,"lang":"en","type":"review","venue":"Plant and Cell Physiology","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institut National de la Recherche Scientifique","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Mucilage; Biotechnology; Biochemical engineering; Biology; Botany; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004731437,0.0002416423,0.0005997834,0.00007255497,0.00009378007,0.00001246179,0.000092656,0.0008718392,0.000008126403],"category_scores_gemma":[0.000007860875,0.0001740685,0.00009050321,0.0000935417,0.0001343643,0.000001793993,0.0001419179,0.0002165358,0.000006428571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006597118,"about_ca_system_score_gemma":0.00007506444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002062806,"about_ca_topic_score_gemma":0.00008487154,"domain_scores_codex":[0.9989043,0.0001060552,0.000227625,0.0005426295,0.00002639577,0.0001929316],"domain_scores_gemma":[0.9996451,0.00002181582,0.0000950708,0.0001757482,0.00001567106,0.00004657033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003545219,0.0003225621,0.00004840505,0.002593218,0.0002564862,0.00004552651,0.00003376762,0.000005111341,0.8295187,0.0008754721,0.004641684,0.1616236],"study_design_scores_gemma":[0.0001335962,0.00008070327,0.00003838386,0.0000956693,0.00009663237,0.0001846683,0.00003674425,0.000002778824,0.0009417218,0.00001394063,0.9981565,0.000218593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00432943,0.9948205,0.00007535779,0.00003371496,0.00008998365,0.0002975032,0.0002176859,0.00001304716,0.0001227199],"genre_scores_gemma":[0.00253181,0.9862421,0.00004130976,0.00002316904,0.0002354535,0.0001153137,0.01023216,0.0000116939,0.0005669692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9935149,"threshold_uncertainty_score":0.7098308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643462248473939,"score_gpt":0.2393335991674986,"score_spread":0.2228989766827592,"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."}}