{"id":"W202241028","doi":"10.1016/s1571-0661(05)80574-2","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Electronic Notes in Theoretical Computer Science","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Category theory; Rewriting; Computer science; Field (mathematics); Domain theory; Type theory; Semantics (computer science); Programming language; Functional programming; Constructive; Model theory; Mathematics; Type (biology); Discrete mathematics; Pure mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002770592,0.0002011027,0.0002210018,0.0001989712,0.0002456826,0.0004058805,0.002258239,0.00007209927,0.0000325223],"category_scores_gemma":[0.0003159282,0.0001626396,0.0000625574,0.001713174,0.001158388,0.0005444841,0.0003837903,0.0003638993,0.0001135282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198449,"about_ca_system_score_gemma":0.0004403478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007225006,"about_ca_topic_score_gemma":0.000006573131,"domain_scores_codex":[0.9967173,0.0002236792,0.0003019006,0.0008633704,0.000597742,0.001296037],"domain_scores_gemma":[0.9984757,0.0003114773,0.00006539303,0.0008732509,0.00009321654,0.000180916],"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":[0.000001649396,0.00005887162,0.0003666456,0.000004049612,0.000002182004,0.000008960511,0.0002391746,0.0001080276,0.0001522207,0.974219,0.000004862973,0.02483433],"study_design_scores_gemma":[0.0002689032,0.0002948972,0.0002211652,0.000004421764,0.000001563819,0.00007665576,0.000002702328,0.07554183,0.009159595,0.9119862,0.002173831,0.0002681883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005981045,0.0002781131,0.9849836,0.000306854,0.0006125925,0.0002244523,5.394171e-8,0.000174238,0.007439073],"genre_scores_gemma":[0.9677252,0.000008827848,0.03190796,0.0002622275,0.00005583409,0.00001480681,1.786444e-7,0.000007848446,0.00001714645],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9617441,"threshold_uncertainty_score":0.663225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009012709285752936,"score_gpt":0.2456677624000718,"score_spread":0.2366550531143189,"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."}}