{"id":"W4246368207","doi":"10.1017/cbo9780511762956.109","title":"Constitutive Theory","year":2010,"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":"McGill University","funders":"","keywords":"Philosophy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005896972,0.0002907454,0.0002804443,0.0001023083,0.0001188747,0.00003011504,0.0002636898,0.0004921702,0.00001599163],"category_scores_gemma":[0.000006174623,0.0003604134,0.0001094685,0.000002462913,0.0002771894,0.0000616554,0.0001347585,0.0006350774,0.00004270882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988089,"about_ca_system_score_gemma":0.00004216581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001383184,"about_ca_topic_score_gemma":0.000001807287,"domain_scores_codex":[0.999331,0.00001092175,0.0001175825,0.0002270143,0.0001067136,0.0002067484],"domain_scores_gemma":[0.9994354,0.00006055179,0.00004436146,0.0002801994,0.0000644646,0.0001150428],"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":[0.00003235161,0.000001519283,3.145055e-8,0.00008666424,0.0001055543,0.0001133078,0.00002955306,0.0001512408,0.002063811,0.9957567,0.001319282,0.0003399943],"study_design_scores_gemma":[0.0002723689,0.00001368832,3.882867e-7,0.000160166,0.0001919323,0.00001436615,0.00001144867,0.0002859111,0.006018539,0.0002099,0.9923534,0.0004678331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002215657,0.00007076164,0.01491774,0.000001031986,0.0009899276,0.0001885752,0.0002840202,0.0004572855,0.9828691],"genre_scores_gemma":[0.009149434,0.00008007154,0.0002743154,0.0000194414,0.0001977078,4.199204e-7,0.00002960451,0.00005660185,0.9901924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9955468,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267801756719909,"score_gpt":0.162300661893739,"score_spread":0.1496226443265399,"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."}}