{"id":"W7164266569","doi":"","title":"Lexicon-Syntax Interfaces in the Teaching of French as a Foreign Language : A Constructional Approach to Verb Patterns","year":2025,"lang":"fr","type":"article","venue":"","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Verb; Linguistic analysis; Infinitive; French; Transitive relation","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":[0.00123999,0.0004854868,0.0002371769,0.0013375,0.00110209,0.008458086,0.0006339236,0.001150827,0.006636779],"category_scores_gemma":[0.002870798,0.0003641616,0.0004147069,0.0009732846,0.00337374,0.004472645,0.001489227,0.0007500002,0.001106446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00345324,"about_ca_system_score_gemma":0.002575368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567074,"about_ca_topic_score_gemma":0.01955108,"domain_scores_codex":[0.99887,0.0006673451,0.00006096286,0.0001511916,0.0001485252,0.0001019906],"domain_scores_gemma":[0.9987797,0.0007464084,0.0001042764,0.0001291477,0.0001829758,0.00005747982],"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":[0.00009919452,0.00009296359,0.009890024,0.0003297964,0.00002594567,0.0009878037,0.110518,0.002372481,0.02331144,0.6429768,0.002721671,0.2066739],"study_design_scores_gemma":[0.0001442244,0.000427289,0.03097331,0.0007559536,0.0002177722,0.004068574,0.1228457,0.04765554,0.04552905,0.252628,0.4945542,0.0002005448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2743896,0.0008748746,0.5211104,0.003856182,0.0001143888,0.0001704532,0.0003226612,0.001810675,0.1973508],"genre_scores_gemma":[0.9268807,0.0003703299,0.0554572,0.0001662989,0.00001770895,0.0001008136,0.0001461512,0.0002865246,0.0165743],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01567074,"threshold_uncertainty_score":0.03115904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993096681699942,"score_gpt":0.2882764304719713,"score_spread":0.2683454636549719,"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."}}