{"id":"W4378384943","doi":"10.1515/9780773571105","title":"Banana Bending","year":2003,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bending; Horticulture; Structural engineering; Composite material; Materials science; Biology; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004386287,0.0004405262,0.0003609895,0.0001929453,0.0001815977,0.00002475032,0.0002791643,0.0004795523,0.00002328608],"category_scores_gemma":[0.000006384459,0.0004781602,0.0001491237,0.00003859015,0.00002182897,0.000108993,0.00008244279,0.0004757491,0.00002044537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006948014,"about_ca_system_score_gemma":0.00002481748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003833194,"about_ca_topic_score_gemma":1.112792e-7,"domain_scores_codex":[0.9988853,0.00002322333,0.0001701759,0.0003281761,0.0002235782,0.0003695206],"domain_scores_gemma":[0.9993638,0.00002713144,0.00006589762,0.000296113,0.00007963205,0.0001674389],"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":[0.00001008462,0.00001015018,3.130383e-7,0.0005921118,0.0004047449,0.0002027253,0.00009137495,0.03363414,0.000155273,0.7861499,0.1771434,0.001605779],"study_design_scores_gemma":[0.0002481292,0.00001799204,0.000001372664,0.000175542,0.0001516426,0.000004202796,0.00001810721,0.0006300756,0.001196659,0.00007554915,0.9968931,0.0005876237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005319873,0.000005141796,0.002456414,0.000005944701,0.0006459344,0.0002581243,0.000173414,0.001043226,0.9954065],"genre_scores_gemma":[0.0007450827,0.0001672143,0.0003623805,0.00001556547,0.000109,0.000001350801,0.0001667582,0.00009514749,0.9983375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8197497,"threshold_uncertainty_score":0.999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006894935433833647,"score_gpt":0.1564981535906664,"score_spread":0.1496032181568328,"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."}}