{"id":"W2779344790","doi":"10.1155/2017/2089381","title":"Optimization of Protocols for In Vitro Regeneration of Sugarcane<i> (Saccharum officinarum)</i>","year":2017,"lang":"en","type":"article","venue":"International Journal of Agronomy","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Agricultural Research Institute","keywords":"Callus; Shoot; Plantlet; Botany; Biology; Horticulture; Tissue culture; In vitro","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003300673,0.00005822068,0.0001525593,0.00003875239,0.00005509345,0.00005484248,0.0003526166,0.00003983299,0.00008031527],"category_scores_gemma":[0.0001977023,0.00002769622,0.0000816399,0.00003899188,0.00004040471,0.0003405787,0.00002672287,0.00004938791,2.174185e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003118129,"about_ca_system_score_gemma":0.00003885065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005188718,"about_ca_topic_score_gemma":0.00003070839,"domain_scores_codex":[0.9991665,0.00002381823,0.0004643655,0.00007319709,0.0002044763,0.00006756662],"domain_scores_gemma":[0.9980612,0.00008563408,0.001082275,0.00003507581,0.0007107299,0.00002506553],"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":[0.001158615,0.0002253083,0.01497377,0.00002548818,0.00004726323,0.000002119463,0.0002096122,0.005317509,0.8418394,0.000443805,0.0002723032,0.1354848],"study_design_scores_gemma":[0.001628486,0.0003514409,0.05116694,0.0003551686,0.00001127432,0.00001565004,0.0002791083,0.003202916,0.9377502,0.0007450154,0.004359256,0.0001345624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912927,0.00005027769,0.003053566,0.003522012,0.0002132345,0.001194827,0.0000344877,0.000003252821,0.0006356568],"genre_scores_gemma":[0.9950184,0.000008496003,0.004581274,0.00003870444,0.0002179456,0.00005405978,0.0000241222,7.94733e-7,0.00005621307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353502,"threshold_uncertainty_score":0.1129419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502629492219751,"score_gpt":0.3116217109869052,"score_spread":0.2665954160647077,"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."}}