{"id":"W4365804536","doi":"10.31261/neo.2022.34.03","title":"Support (= Light) Verbs","year":2022,"lang":"en","type":"article","venue":"Neophilologica 2019","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Predicative expression; Linguistics; Modal verb; Verb; Noun; Natural language processing; Noun phrase; Computer science; Verb phrase; Determiner phrase; Verb phrase ellipsis; Representation (politics); Realization (probability); Artificial intelligence; Mathematics; 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":[0.001603346,0.0006400113,0.0004472839,0.001265076,0.002215802,0.004176498,0.0009126732,0.001597664,0.0112877],"category_scores_gemma":[0.002479923,0.0004269654,0.0005268631,0.001303238,0.006264013,0.007393521,0.00347075,0.001754828,0.002147449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204975,"about_ca_system_score_gemma":0.000764947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010056,"about_ca_topic_score_gemma":0.001024912,"domain_scores_codex":[0.9983364,0.0005977594,0.0001331664,0.0003053082,0.0003440706,0.000283298],"domain_scores_gemma":[0.9988341,0.0004647756,0.0001697995,0.0002223542,0.0002153951,0.00009357538],"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":[0.00002507402,0.000007511982,0.0002923316,0.0000598564,0.000004535564,0.00008682426,0.001881748,0.00003162768,0.0007003942,0.9871186,0.002529613,0.007261797],"study_design_scores_gemma":[0.00005073512,0.00004624417,0.0009649964,0.0001342622,0.00003166127,0.000757507,0.002882055,0.0007388406,0.001468559,0.6643583,0.3285336,0.00003325551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1173021,0.003261262,0.2254969,0.006915373,0.00146163,0.000342512,0.001694312,0.001484631,0.6420413],"genre_scores_gemma":[0.9457931,0.00072569,0.02429476,0.001083855,0.00047507,0.0002814612,0.0007212859,0.000454065,0.02617066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0112877,"threshold_uncertainty_score":0.03776109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173143309143379,"score_gpt":0.2239005848533694,"score_spread":0.1821691517619357,"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."}}