{"id":"W2073988376","doi":"10.1109/socialcom.2013.44","title":"A Structure for Opinion in Social Domains","year":2013,"lang":"en","type":"article","venue":"","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sentiment analysis; Computer science; Natural language processing; Polarity (international relations); Sentence; Artificial intelligence; Subjectivity; Field (mathematics); Product (mathematics); Verb; Linguistics; Information retrieval; Mathematics","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":[0.001577916,0.0005646319,0.0005625919,0.002752574,0.001619829,0.002146833,0.0007199837,0.001053814,0.004080943],"category_scores_gemma":[0.007518525,0.0003981624,0.001455325,0.002448811,0.001521318,0.005371771,0.001602241,0.001497151,0.00244884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045104,"about_ca_system_score_gemma":0.0009526504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328821,"about_ca_topic_score_gemma":0.001745376,"domain_scores_codex":[0.9981613,0.0006039963,0.0002327363,0.0004559708,0.0004483057,0.00009774015],"domain_scores_gemma":[0.9969013,0.001178971,0.0003667665,0.0004829607,0.0009222039,0.0001478955],"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":[0.0001562896,0.0001481798,0.004304905,0.0003490535,0.00007108942,0.0004311997,0.002132471,0.007138948,0.01029662,0.6433129,0.01630176,0.3153565],"study_design_scores_gemma":[0.00005559987,0.0002400851,0.003128442,0.0001894739,0.00009493588,0.0006276809,0.000813675,0.1943389,0.006367655,0.695157,0.09892355,0.00006311127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01271838,0.0003078625,0.9755141,0.0009800874,0.0001282047,0.000439407,0.001363425,0.0008198704,0.007728606],"genre_scores_gemma":[0.1682077,0.0005014136,0.8218424,0.000384299,0.0003648209,0.0009076674,0.003011107,0.000139276,0.004641192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004080943,"threshold_uncertainty_score":0.01365215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346407349104094,"score_gpt":0.2914543678795248,"score_spread":0.2679902943884839,"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."}}