{"id":"W4413972931","doi":"10.70930/tac/ktrjz7jo","title":"Differential Restriction Categories","year":2011,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Differential (mechanical device); Computer science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905484,0.0004906485,0.0004432223,0.00202734,0.001414543,0.002285573,0.001244404,0.0006447859,0.006631142],"category_scores_gemma":[0.002554936,0.0003416142,0.0009032991,0.001341073,0.004447406,0.007070407,0.005555652,0.001991572,0.001077885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886826,"about_ca_system_score_gemma":0.0009468911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009887354,"about_ca_topic_score_gemma":0.0009251976,"domain_scores_codex":[0.9980485,0.0004481114,0.0001304178,0.0004318039,0.0007370691,0.0002041163],"domain_scores_gemma":[0.998104,0.0005254904,0.0001334075,0.0004647928,0.0005278005,0.0002445668],"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":[0.000003410821,0.000004410514,0.0001453802,0.00002554247,0.000004262819,0.00003563637,0.0001914748,0.0001650328,0.0003132597,0.9917949,0.0008746437,0.006442208],"study_design_scores_gemma":[0.000009174602,0.0000294475,0.0004906874,0.000036746,0.00001733637,0.0005278605,0.0002568478,0.002586404,0.001521085,0.8867506,0.1077512,0.0000226346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0333945,0.00178266,0.8420035,0.00239738,0.0005167528,0.0001005311,0.0003857357,0.0007490832,0.1186698],"genre_scores_gemma":[0.6862516,0.002137341,0.2602426,0.001831573,0.0008976393,0.0002898345,0.0008688623,0.0002871137,0.04719335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006631142,"threshold_uncertainty_score":0.02218336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422246068763383,"score_gpt":0.2641853258140066,"score_spread":0.2399628651263728,"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."}}