{"id":"W4415721464","doi":"10.5376/pgt.2025.16.0022","title":"Breeding Strategies and Utilization of <i>Phyllostachys edulis</i> for Shoot and Timber Production","year":2025,"lang":"","type":"article","venue":"Plant Gene and Trait","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phyllostachys edulis; Shoot; Bamboo; Production (economics); Thickening; Plant breeding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001739339,0.0001840102,0.0002476646,0.00002906392,0.0004420765,0.0001879882,0.00007451021,0.0001254596,0.00002075786],"category_scores_gemma":[0.00002020019,0.00009345366,0.00004332036,0.0001961248,0.0002076212,0.0002420155,0.00006159086,0.00005892749,3.620647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006527752,"about_ca_system_score_gemma":0.00002706377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004571284,"about_ca_topic_score_gemma":0.0002913137,"domain_scores_codex":[0.9989097,0.00002418889,0.0003030057,0.0004460746,0.00009490218,0.0002220992],"domain_scores_gemma":[0.9995884,0.00008078788,0.0001087347,0.0000532969,0.00009805166,0.00007069136],"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":[0.0001166698,0.0001217126,0.000636601,0.0002816731,0.00006804117,2.614371e-7,0.0003933164,0.0000135247,0.8562325,0.02973722,0.0008927463,0.1115057],"study_design_scores_gemma":[0.002561902,0.003564142,0.5088307,0.001109482,0.001319697,0.000142631,0.007608025,0.01218764,0.1265321,0.03121673,0.3029948,0.001932179],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849596,0.01005586,0.0001632723,0.002644522,0.0001310935,0.0006692579,0.0004460632,0.00001925708,0.0009110872],"genre_scores_gemma":[0.9933595,0.005040779,0.0002682926,0.00005702548,0.0001961227,0.0000523016,0.0001528053,0.000001998389,0.0008711843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7297004,"threshold_uncertainty_score":0.3810929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854485410087192,"score_gpt":0.2382470856443624,"score_spread":0.1997022315434905,"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."}}