{"id":"W4415610108","doi":"10.5220/0013706800004000","title":"Possibilistic Extension of Domain Information System (DIS) Framework","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Domain (mathematical analysis); Extension (predicate logic); Information system; Feature (linguistics); Complete information","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":[0.001479713,0.0002984402,0.000550936,0.0004463565,0.0001419729,0.0001372544,0.000987777,0.00031623,0.00001129761],"category_scores_gemma":[0.005211194,0.0002745513,0.0001366462,0.001561732,0.0001464802,0.001289029,0.0007036383,0.0003742627,0.00004143554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424219,"about_ca_system_score_gemma":0.0002116538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000144374,"about_ca_topic_score_gemma":3.221699e-7,"domain_scores_codex":[0.9974344,0.0002858003,0.001068507,0.0004149367,0.0003932072,0.0004031119],"domain_scores_gemma":[0.9951667,0.002460653,0.0003369994,0.001514014,0.0004427719,0.00007883627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000357898,0.00002455623,0.0001233596,0.001596216,0.00003828794,0.000004991207,0.001558276,0.1231777,0.0001893716,0.8032686,0.0001008235,0.06988202],"study_design_scores_gemma":[0.001183414,0.000445724,0.02138428,0.009056975,0.0001158961,0.0000429622,0.004599727,0.4893914,0.008426126,0.4632395,0.000887432,0.001226539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003977195,0.0005678072,0.9884204,0.00018028,0.004010316,0.0004072535,0.000005875029,0.0006326965,0.001798209],"genre_scores_gemma":[0.3896324,0.00001702307,0.6101249,0.0000720816,0.00002105691,0.000008353741,0.000001018631,0.00000491131,0.0001182645],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3856552,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893667684580561,"score_gpt":0.2906426604870314,"score_spread":0.2717059836412257,"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."}}