{"id":"W4246669272","doi":"10.1108/s0733-558x201754a","title":"Multimodality, Meaning, and Institutions","year":2017,"lang":"en","type":"book","venue":"","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Recherche Paris Sciences et Lettres; Copenhagen Business School; Universitetet i Oslo; Hebrew University of Jerusalem; University of New South Wales; Lakehead University","keywords":"Multimodality; Meaning (existential); Linguistics; Computer science; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008588076,0.0002077248,0.0003303706,0.00009497699,0.001005422,0.0004690376,0.0002211919,0.00006687483,0.00618624],"category_scores_gemma":[0.0000455884,0.0001576044,0.0001152214,0.000001464264,0.001386715,0.0001694666,0.000239284,0.0001664544,0.0002470614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003360384,"about_ca_system_score_gemma":0.0001206316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006392019,"about_ca_topic_score_gemma":0.03401364,"domain_scores_codex":[0.9992894,0.000009065975,0.0001596885,0.0002435778,0.0001629856,0.0001352756],"domain_scores_gemma":[0.9992703,0.00002666248,0.0001437311,0.0004229346,0.00009703722,0.00003938397],"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":[4.598622e-7,0.00000820171,0.000003122469,0.00002265452,0.0002561139,0.000009186121,0.007641643,1.992232e-7,3.217299e-8,0.7880481,0.202535,0.001475295],"study_design_scores_gemma":[0.00007791354,0.00000963156,0.000003875811,0.0000846015,0.0002921958,0.000001090749,0.001021314,0.000005760592,2.48826e-7,0.02557315,0.9727183,0.000211915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004656494,0.001174478,0.00000948579,0.0002364546,0.0003822586,0.00009370407,0.0000850025,0.00007645521,0.9979375],"genre_scores_gemma":[0.004906057,0.0002017375,0.00005833523,0.0001669277,0.001312173,0.000009508355,0.0000689618,0.00001873446,0.9932576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7701833,"threshold_uncertainty_score":0.9947222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08492421985945314,"score_gpt":0.320346976205792,"score_spread":0.2354227563463389,"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."}}