{"id":"W373971075","doi":"","title":"Multilingual Ontology Specification: a collaborative approach","year":2012,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Computer science; Ontology; Information retrieval; Natural language processing; World Wide Web; Software engineering; Programming language","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":[0.02053002,0.001528703,0.001437704,0.004627903,0.00346968,0.009516146,0.005597099,0.002812048,0.0059754],"category_scores_gemma":[0.02644834,0.001631233,0.004062163,0.004213709,0.003764389,0.01601776,0.01416382,0.00507094,0.00272853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00244999,"about_ca_system_score_gemma":0.006940058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485901,"about_ca_topic_score_gemma":0.004993447,"domain_scores_codex":[0.9749193,0.01242656,0.003123273,0.003028598,0.005587523,0.0009148308],"domain_scores_gemma":[0.9771389,0.01029036,0.001371951,0.006300825,0.004030168,0.00086783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001516884,0.0003051445,0.001576835,0.0009290517,0.0002606953,0.001068782,0.01605725,0.01146463,0.009023818,0.6663774,0.006354398,0.2864304],"study_design_scores_gemma":[0.0001253508,0.0001638506,0.0007884403,0.001033752,0.0003592179,0.001743278,0.01065101,0.1446837,0.02612723,0.4178324,0.3961768,0.0003149331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000988277,0.0000488363,0.9967435,0.0001662818,0.00001521708,0.0001084005,0.00004790269,0.0004551658,0.001426555],"genre_scores_gemma":[0.03640183,0.000198007,0.9582897,0.0001407853,0.00003301795,0.0004990494,0.0008063495,0.0005646211,0.003066534],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02053002,"threshold_uncertainty_score":0.1085744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082408550949636,"score_gpt":0.3985814803160908,"score_spread":0.2903406252211272,"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."}}