{"id":"W1901782185","doi":"10.1075/slcs.57","title":"Communicative Organization in Natural Language","year":2001,"lang":"en","type":"book","venue":"Studies in language companion series","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Linguistics; Sentence; Theme (computing); Focus (optics); Perspective (graphical); Natural (archaeology); Meaning (existential); Philosophy; Object (grammar); Computer science; Sociology; Psychology; Epistemology; Artificial intelligence; History","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":[0.002520875,0.0007583835,0.0005434187,0.002166498,0.004081279,0.008990454,0.001373646,0.00160823,0.005055652],"category_scores_gemma":[0.004308395,0.0005177478,0.0004915058,0.002620466,0.02259819,0.009498993,0.002650828,0.002465005,0.001232603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004959042,"about_ca_system_score_gemma":0.002281599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221587,"about_ca_topic_score_gemma":0.0030808,"domain_scores_codex":[0.9966148,0.002238028,0.0001289968,0.0003627144,0.0004722362,0.0001832055],"domain_scores_gemma":[0.9969274,0.002279405,0.0002094762,0.0003168053,0.0001688687,0.00009797767],"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":[0.000003268106,0.000002991864,0.00005590458,0.00004942764,0.000003476142,0.00003489426,0.003061869,0.0001933231,0.00008002578,0.9871459,0.002862758,0.0065061],"study_design_scores_gemma":[0.00000877518,0.0000107754,0.0003106335,0.0001373131,0.00000616719,0.0001268341,0.002359537,0.001144531,0.0002099442,0.7900481,0.2056265,0.00001077219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01291099,0.0455293,0.1971826,0.01588137,0.001324071,0.0001520852,0.0002827624,0.0005143628,0.7262225],"genre_scores_gemma":[0.8106607,0.01922256,0.0947142,0.002648284,0.002171194,0.001105017,0.0006880889,0.0005757916,0.0682143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008990454,"threshold_uncertainty_score":0.03598058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04805444562804077,"score_gpt":0.3990381401881739,"score_spread":0.3509836945601331,"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."}}