{"id":"W1832257725","doi":"10.1017/cbo9780511805790.001","title":"Preface","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945374,0.0008261557,0.0007610777,0.001549522,0.00157408,0.003745173,0.001124785,0.0009054737,0.4469605],"category_scores_gemma":[0.002755855,0.0003245698,0.0004599715,0.001472938,0.000509646,0.00234161,0.001411539,0.002461857,0.333047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290564,"about_ca_system_score_gemma":0.001207901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094431,"about_ca_topic_score_gemma":0.003380728,"domain_scores_codex":[0.9995345,0.00003832189,0.00002205494,0.000084881,0.0002851239,0.00003514097],"domain_scores_gemma":[0.9988779,0.0001737357,0.00004273135,0.0001131281,0.0006213668,0.0001710622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000184231,0.00002179866,0.00006568561,0.0001170991,0.000001609406,0.00004994392,0.0001182053,0.0001103717,0.0002386907,0.007520719,0.9203421,0.07139535],"study_design_scores_gemma":[0.000001309338,0.000006492422,0.00009914278,0.00006967355,6.566199e-7,0.00005600168,0.00003778402,0.0000231318,0.00004328408,0.001362419,0.9982981,0.000002092617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007999454,0.007656912,0.003980393,0.004493392,0.02457224,0.0001623042,0.002979237,0.001069686,0.954286],"genre_scores_gemma":[0.002288675,0.003085249,0.001409979,0.0009500801,0.00280842,0.00005377701,0.002494835,0.0004790871,0.9864298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4469605,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159600283516408,"score_gpt":0.1652991940521286,"score_spread":0.1493391657004878,"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."}}