{"id":"W2470530584","doi":"10.1007/978-3-319-22521-0_3","title":"Plant Cryopreservation for Biotechnology and Breeding","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Cryopreservation; Vitrification; Biotechnology; Unavailability; Biology; Genetic resources; Plant breeding; Botany; Engineering; Embryo","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":[0.0003998679,0.001043826,0.0008715508,0.001383285,0.0006582641,0.001100574,0.001287544,0.0008464609,0.04103637],"category_scores_gemma":[0.0003713796,0.0004464347,0.0003604603,0.001821853,0.0005643008,0.002602482,0.001076949,0.002150968,0.02567266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008117994,"about_ca_system_score_gemma":0.0005946888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129142,"about_ca_topic_score_gemma":0.00312677,"domain_scores_codex":[0.9998181,0.00001246262,0.000007981585,0.00003248263,0.0001182304,0.0000107701],"domain_scores_gemma":[0.9998738,0.00005010114,0.000008412087,0.00002029225,0.0000388118,0.000008484647],"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":[0.00003054627,0.00003869513,0.00007675729,0.0009641859,0.00001107817,0.0001420117,0.0002079907,0.001009815,0.02905674,0.04178178,0.1253412,0.8013392],"study_design_scores_gemma":[0.000002140344,0.00001086686,0.0001196318,0.0002055761,0.000007713131,0.0003604251,0.00002211866,0.0003800985,0.007767771,0.008690495,0.9824223,0.00001086191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00407472,0.2984822,0.1850531,0.003166342,0.006980035,0.0001927178,0.001593487,0.001865576,0.4985919],"genre_scores_gemma":[0.008781203,0.142128,0.04346343,0.001005923,0.0009495858,0.0002330676,0.00171186,0.001293015,0.8004339],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04103637,"threshold_uncertainty_score":0.1372803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434150519034443,"score_gpt":0.2478666656718147,"score_spread":0.2044516137683704,"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."}}