{"id":"W2485918893","doi":"10.1017/cbo9781139226752.016","title":"Model subspaces KΘ","year":2016,"lang":"he","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":"Université Laval","funders":"","keywords":"Linear subspace; Content (measure theory); Computer science; Link (geometry); Information retrieval; Theoretical computer science; Mathematics; Pure mathematics; Computer network; Mathematical analysis","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":[0.0001117226,0.0007728494,0.0007170608,0.0002550904,0.0003220941,0.00009742935,0.0006820483,0.0008425843,0.00002630741],"category_scores_gemma":[0.00001195507,0.0008574431,0.0003174831,0.000007702746,0.0002697385,0.0002290548,0.0005103479,0.0005625873,0.0001846584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389705,"about_ca_system_score_gemma":0.00009969012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103937,"about_ca_topic_score_gemma":0.000006029263,"domain_scores_codex":[0.9979155,0.00003421278,0.0003371254,0.000699543,0.0003317819,0.0006818431],"domain_scores_gemma":[0.9984935,0.0000987757,0.0001769143,0.0006827667,0.0001862706,0.0003617715],"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":[0.0001513397,0.000007638544,4.25815e-7,0.0004243063,0.0002799713,0.0001841919,0.00009592124,0.009681583,0.004816049,0.9812064,0.002567502,0.0005847051],"study_design_scores_gemma":[0.002260397,0.0001184434,0.000003090751,0.002642543,0.001195383,0.00003435007,0.00006872511,0.1620085,0.005939151,0.000173945,0.822688,0.002867487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00224246,0.0001902334,0.0667565,0.0000232128,0.0009363764,0.0004059257,0.0008947141,0.0004798312,0.9280707],"genre_scores_gemma":[0.08272489,0.0007668841,0.0006453794,0.0000296157,0.0003966817,9.140899e-7,0.00002155712,0.0001578882,0.9152562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9810324,"threshold_uncertainty_score":0.9993876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958643496003452,"score_gpt":0.1827743759626696,"score_spread":0.1531879410026351,"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."}}