{"id":"W4410733360","doi":"10.1139/er-2025-0032","title":"Bamboo for global sustainability: a systematic review of its environmental and ecological implications, climate action, and biodiversity contributions","year":2025,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Sustainability; Ecology; Bamboo; Climate change; Environmental resource management; Action (physics); Environmental science; Geography; Biology","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":[0.0005806997,0.0003355953,0.001844167,0.00001012192,0.0003754963,0.00002628344,0.0002422975,0.0001898528,0.00007173268],"category_scores_gemma":[0.0001968608,0.0001367006,0.0004507519,0.0001191271,0.0001862753,0.00007356838,0.0003173881,0.0001145701,0.00002704438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426471,"about_ca_system_score_gemma":0.00001728856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003016768,"about_ca_topic_score_gemma":0.000003712453,"domain_scores_codex":[0.9978527,0.0003181483,0.000943333,0.0005259931,0.0001002809,0.0002595744],"domain_scores_gemma":[0.9987698,0.000319073,0.0006139455,0.0001726729,0.00000594331,0.0001186279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002248383,0.0001703944,0.000101823,0.6255257,0.00004696996,1.593371e-7,0.000002314866,1.78158e-9,0.00002270774,0.0001766179,0.0005230613,0.3734281],"study_design_scores_gemma":[0.00006492544,0.0000981074,0.0007463981,0.06585012,0.001764122,0.00001870055,0.00005099423,3.928885e-7,0.000001028521,0.00006981515,0.931103,0.000232413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001247021,0.9855208,0.000004135029,0.0005542779,0.00001885659,0.009049777,0.004693,0.00001447725,0.00001991267],"genre_scores_gemma":[0.0001133113,0.9961793,0.00003059105,0.0002589926,0.00002026121,0.002184707,0.001117887,0.000001100325,0.00009383045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9305799,"threshold_uncertainty_score":0.557449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438412182445842,"score_gpt":0.3012845169195223,"score_spread":0.2669003950950639,"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."}}