{"id":"W4235666531","doi":"10.1007/978-3-642-20617-7_100337","title":"Orthotropy","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006644673,0.0001336747,0.0003017781,0.00005471508,0.00001345661,0.000004823629,0.00007464889,0.0004255705,0.04160631],"category_scores_gemma":[0.000052468,0.00008327817,0.0001471063,0.00001101442,0.0001689784,0.00000305108,0.00006374384,0.0005424474,0.003900481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002839703,"about_ca_system_score_gemma":0.00007626912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000365636,"about_ca_topic_score_gemma":8.144218e-7,"domain_scores_codex":[0.9989423,0.00000179505,0.000153516,0.0002119206,0.0005147901,0.0001757465],"domain_scores_gemma":[0.999225,0.00004838483,0.00002243645,0.0002564118,0.00007243973,0.0003753881],"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":[0.00008578256,0.00002090799,0.00001306081,0.0002943292,0.000104492,0.0001142938,0.000002111026,6.69276e-10,0.001454119,0.4855401,0.3502688,0.162102],"study_design_scores_gemma":[0.0002739772,0.0001326402,0.00001029053,0.0001433913,0.00003842179,0.00002403856,2.852973e-7,0.000005753172,0.0004843602,0.008888528,0.9899041,0.00009419891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001282316,0.0001986067,0.0002974299,0.003170426,0.00004299661,0.0001019393,0.000003171339,0.00006005003,0.9961126],"genre_scores_gemma":[0.0008696705,0.0002398719,0.0003176143,0.002040052,0.0005880157,0.000002361674,0.00007381814,0.0000295891,0.995839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6396353,"threshold_uncertainty_score":0.9968751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203749397023082,"score_gpt":0.3011635277520863,"score_spread":0.2691260337818555,"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."}}