{"id":"W4210493932","doi":"10.1090/coll/061/02","title":"Local transfer","year":2013,"lang":"en","type":"book-chapter","venue":"Colloquium Publications - American Mathematical Society/Colloquium Publications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001997889,0.003335088,0.003991318,0.002149011,0.002550382,0.002843192,0.005694303,0.002110834,0.04603217],"category_scores_gemma":[0.001316741,0.003493722,0.004132499,0.005908714,0.009953658,0.002601352,0.001156637,0.003712962,0.07302009],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004166919,"about_ca_system_score_gemma":0.004217296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001532875,"about_ca_topic_score_gemma":0.0001115772,"domain_scores_codex":[0.9832097,0.0003258633,0.004733161,0.004313068,0.003947019,0.003471175],"domain_scores_gemma":[0.9789794,0.002255854,0.002221508,0.007908761,0.005497027,0.00313746],"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":[0.00001164946,0.0008744089,0.00001238304,0.0001799215,0.001106048,0.000001082204,0.0005539775,0.00002148768,0.0002477453,0.5734619,0.4211259,0.002403433],"study_design_scores_gemma":[0.001178955,0.0002640373,0.0003160924,0.0002219281,0.001523549,0.0001230806,0.001050713,0.00359147,0.00006437407,0.08713162,0.9009601,0.003574083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007617708,0.0004519664,0.1203365,0.02682518,0.0003476432,0.007331211,0.003327426,0.005447603,0.8358563],"genre_scores_gemma":[0.01157877,0.000373315,0.03158081,0.00297914,0.0009480189,0.01380834,0.004979077,0.002174251,0.9315783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4863303,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722626484141862,"score_gpt":0.2693474496417677,"score_spread":0.242121184800349,"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."}}