{"id":"W4321485785","doi":"10.1017/9781009025874.011","title":"Timber","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Cultural History and Identity Formation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Woodland; Spanish Civil War; First world war; Economy; Front (military); Geography; Engineering; Business; Economic history; History; Archaeology; Government (linguistics); Economics; Ancient history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003892098,0.0001911892,0.0001877689,0.0001223158,0.0004228184,0.00008972188,0.0002084316,0.0001280772,0.0001508178],"category_scores_gemma":[0.000002502024,0.0002094739,0.0001914799,0.000001484113,0.000253305,0.0002171663,0.0001259543,0.0002404509,0.001087255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358888,"about_ca_system_score_gemma":0.00002391548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000265319,"about_ca_topic_score_gemma":0.0001010185,"domain_scores_codex":[0.9993692,0.000009552712,0.0001195958,0.0001967271,0.0001690387,0.0001358766],"domain_scores_gemma":[0.9994584,0.0000147926,0.0001267063,0.0002088617,0.000127663,0.00006352448],"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":[0.000009941893,0.000001490933,1.665341e-8,0.00003587051,0.00003768646,0.00003177869,0.0007239269,3.759644e-7,9.84386e-7,0.6525375,0.3464842,0.0001362446],"study_design_scores_gemma":[0.0001427239,0.00001564789,0.00000121075,0.00007458812,0.0001130406,0.000002203643,0.0001752424,0.00001009692,0.000004792145,0.00004158638,0.9991581,0.0002607483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006499454,0.00002733136,0.000003852877,0.00001185691,0.0009776579,0.0001601108,0.0003103566,0.0002794295,0.9981644],"genre_scores_gemma":[0.0001994138,0.00003620853,0.000002449795,0.00004181667,0.0004422947,3.084517e-7,0.0001817609,0.00002920826,0.9990665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6526739,"threshold_uncertainty_score":0.9996905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005976373544593,"score_gpt":0.1793602562371449,"score_spread":0.129300492501699,"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."}}