{"id":"W2045200664","doi":"10.1049/cp:20081150","title":"Ontology-based negotiation protocol and context-level agreements","year":2008,"lang":"en","type":"article","venue":"","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Protocol (science); Negotiation; Ontology; Context (archaeology); World Wide Web; Information retrieval; Political science; History; Philosophy; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00677652,0.0008153699,0.001067164,0.001458814,0.00342022,0.006614281,0.00307482,0.002903588,0.005808769],"category_scores_gemma":[0.0139288,0.0009844693,0.001481098,0.002457377,0.003506763,0.01123618,0.005205119,0.003821484,0.001960401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002464643,"about_ca_system_score_gemma":0.00484218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935914,"about_ca_topic_score_gemma":0.00265921,"domain_scores_codex":[0.9919437,0.002871153,0.0009959394,0.000894164,0.002794593,0.0005005372],"domain_scores_gemma":[0.9955698,0.002100989,0.0004473379,0.0008322187,0.0007736759,0.0002759986],"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":[0.00006984075,0.00006505827,0.0001677432,0.0001455326,0.0000422459,0.0002547938,0.0008111263,0.01188196,0.00154324,0.9350256,0.004904107,0.04508877],"study_design_scores_gemma":[0.0001247837,0.00006360923,0.0001737614,0.0001615913,0.00008824909,0.0005098184,0.0004481478,0.1471734,0.005885414,0.6528882,0.192374,0.0001091119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004125863,0.0008717435,0.9580383,0.002057336,0.0004285535,0.0004941606,0.0001573731,0.0007123022,0.03311433],"genre_scores_gemma":[0.2318786,0.003306923,0.7247003,0.0008896829,0.0004532729,0.002545859,0.0009383443,0.0003152689,0.03497177],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00677652,"threshold_uncertainty_score":0.03583813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079887830419493,"score_gpt":0.290075831553599,"score_spread":0.1820870485116497,"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."}}