{"id":"W2902425499","doi":"","title":"Exploring Synergies between Visual Analytical Flow and Language Pragmatics.","year":2017,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Pragmatics; Computer science; Linguistics; Natural language processing; Philosophy","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":[0.002632623,0.000397183,0.0003041473,0.001111547,0.001011842,0.006128599,0.0007103027,0.0009357116,0.01518565],"category_scores_gemma":[0.03404317,0.0008618208,0.0005352645,0.0007241803,0.002484158,0.008975304,0.003514917,0.001524136,0.000574101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007246527,"about_ca_system_score_gemma":0.000920428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089525,"about_ca_topic_score_gemma":0.001927168,"domain_scores_codex":[0.9983778,0.0009986485,0.00005493568,0.000259347,0.0001890498,0.0001201543],"domain_scores_gemma":[0.9913667,0.006822353,0.0005850466,0.0004930586,0.000470262,0.0002626029],"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":[0.001574778,0.0004500356,0.02589003,0.001481201,0.0003367033,0.001020114,0.04639696,0.00719712,0.05200749,0.6876388,0.006636899,0.1693697],"study_design_scores_gemma":[0.0002179371,0.0002656341,0.03892826,0.0003484974,0.0002647108,0.000757322,0.01600383,0.03645244,0.00519566,0.8845646,0.01688385,0.0001172352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6072869,0.002403746,0.185925,0.005588757,0.0001904791,0.0002733106,0.0007101572,0.0004665795,0.197155],"genre_scores_gemma":[0.9783686,0.0002643609,0.01895222,0.0001578666,0.00002366033,0.00008808428,0.0001456349,0.0001348209,0.001864812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518565,"threshold_uncertainty_score":0.0508011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2906613784778585,"score_gpt":0.429665654346898,"score_spread":0.1390042758690395,"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."}}