{"id":"W2740907008","doi":"10.1515/cog-2017-0075","title":"Viewpoint phenomena in multimodal communication","year":2017,"lang":"en","type":"article","venue":"Cognitive Linguistics","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multimodality; Embodied cognition; Gesture; Modalities; Gaze; Meaning (existential); Computer science; Modality (human–computer interaction); Cognitive science; Linguistics; Human–computer interaction; Psychology; Sociology; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003670742,0.0001503948,0.000207969,0.0000877518,0.0003062107,0.00008251825,0.0003440407,0.0001154571,0.0006694731],"category_scores_gemma":[0.005199304,0.0001530887,0.00005785644,0.00005168408,0.0001743008,0.00003660666,0.0001176588,0.0003117525,0.0009336806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003488335,"about_ca_system_score_gemma":0.00002483811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002410432,"about_ca_topic_score_gemma":0.0002163875,"domain_scores_codex":[0.9988968,0.0001700727,0.0002732506,0.0002727657,0.0001202369,0.0002668989],"domain_scores_gemma":[0.9983664,0.0002596393,0.0002309364,0.0005726102,0.0005025806,0.00006780928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001078837,0.002851568,0.02982349,0.0001788156,0.0004807615,0.000691289,0.04583749,0.000003026382,0.000329478,0.4292593,0.001929617,0.4875363],"study_design_scores_gemma":[0.01563772,0.0005274689,0.7922567,0.001272023,0.0006159396,0.00002852566,0.020183,0.001706285,0.002727072,0.09400362,0.06903211,0.002009609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08692382,0.001891774,0.001063998,0.0001637063,0.001698627,0.00049577,0.0001140494,0.0000729297,0.9075753],"genre_scores_gemma":[0.9959569,0.00008793503,0.0003692513,0.0006683824,0.0009716998,0.00007843434,0.0001082569,0.00002594867,0.001733173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9090331,"threshold_uncertainty_score":0.9998442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04551235182694142,"score_gpt":0.3608848079791726,"score_spread":0.3153724561522312,"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."}}