{"id":"W2495950437","doi":"10.1090/fim/020/27","title":"Normalization of intertwining operators","year":2009,"lang":"en","type":"book-chapter","venue":"American Mathematical Society eBooks","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Normalization (sociology); Computer science; Mathematics; Sociology; Social 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"],"consensus_categories":[],"category_scores_codex":[0.0003382739,0.0003258772,0.0006639955,0.00004852763,0.00008647671,0.00007088428,0.0008555608,0.0001464103,0.0001127575],"category_scores_gemma":[0.00002208726,0.0002820279,0.0004694886,0.00005065903,0.0004501863,0.00009223955,0.0002708093,0.0003046712,0.00006668652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004796226,"about_ca_system_score_gemma":0.00007830961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002607138,"about_ca_topic_score_gemma":1.880875e-7,"domain_scores_codex":[0.99835,0.00002992505,0.0005699897,0.0003854575,0.0004057351,0.0002589442],"domain_scores_gemma":[0.9984982,0.000175298,0.0004708646,0.0006256319,0.0001046302,0.0001253667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001578027,0.00001568417,3.207242e-7,0.00007157744,0.00006334234,0.000003088788,0.001401053,0.000002900523,0.00003540426,0.8960441,0.0003816006,0.1019794],"study_design_scores_gemma":[0.0002554189,0.0004466457,0.000001876774,0.000668258,0.00009314461,0.00003457037,0.0001861997,0.01938794,0.00101907,0.9432483,0.03381779,0.0008407926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003255342,0.00002653142,0.4097893,0.00008063317,0.00004937419,0.0001597253,0.000004243021,0.0001303846,0.5897272],"genre_scores_gemma":[0.01690933,0.00006427115,0.436698,0.003425761,0.0003457654,0.00002285368,0.00001596376,0.0001312915,0.5423867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1011386,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173747814959797,"score_gpt":0.2380904691037312,"score_spread":0.2263529909541332,"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."}}