{"id":"W2488320666","doi":"10.1017/cbo9780511973895.012","title":"Growth: the long and the short of it","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001004092,0.0001311885,0.0001717773,0.00000508614,0.0002768582,0.00002008737,0.0004559822,0.0001165774,0.00001253805],"category_scores_gemma":[0.000003420698,0.00003790269,0.0001162559,0.000005947684,0.0006944985,0.0000238776,0.0003045644,0.0001777665,0.0000024727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008852043,"about_ca_system_score_gemma":0.000005747974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008322831,"about_ca_topic_score_gemma":0.00004041643,"domain_scores_codex":[0.999483,0.00002660573,0.0001023069,0.0001850636,0.00009922695,0.0001038258],"domain_scores_gemma":[0.9995662,0.0001135942,0.00008405058,0.0001130499,0.00008269688,0.00004041132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005811202,0.000003816636,0.000008823883,0.000008952794,0.00004422174,0.000002425588,0.00004687979,2.271031e-8,0.0001812047,0.9849753,0.007187388,0.007482883],"study_design_scores_gemma":[0.0001255222,0.00003683456,0.0009096927,0.00004122553,0.0001505178,0.000007155896,0.00008668491,0.000005021266,0.0004052282,0.0001048277,0.9979737,0.0001535717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003907191,0.0002577387,0.000005658608,0.0004796513,0.00002692956,0.0003564252,0.00009149007,0.00001818988,0.9948567],"genre_scores_gemma":[0.1481384,0.0004542506,0.000002595265,0.0001300095,0.00007086377,0.000001415565,0.00001076159,0.000001284421,0.8511904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9907863,"threshold_uncertainty_score":0.2558909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824616497732426,"score_gpt":0.170658591773203,"score_spread":0.1324124267958788,"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."}}