{"id":"W7151953949","doi":"10.70675/e2b9279bz259dz42f2z8e72zbe26bf5c8d81","title":"Conceptualisation et verbalisation de la collision instrumentée en français L2 : une étude expérimentale et longitudinale auprès d'adulte syriens réinstallés en France","year":2024,"lang":"fr","type":"dissertation","venue":"","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Object (grammar); Human Dimension; Perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005736006,0.000684099,0.0006021173,0.001063765,0.002911407,0.003503029,0.0008481127,0.001061171,0.003142775],"category_scores_gemma":[0.007355945,0.0005085548,0.0006683458,0.0008382094,0.003342362,0.002024587,0.001854963,0.00139997,0.0006093616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418523,"about_ca_system_score_gemma":0.003229462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2461143,"about_ca_topic_score_gemma":0.2727475,"domain_scores_codex":[0.9972747,0.001114198,0.000158154,0.0005484079,0.0005043448,0.0004002527],"domain_scores_gemma":[0.9944739,0.00174647,0.001035326,0.0003919952,0.00195976,0.000392637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002025754,0.0007852614,0.3750398,0.0001634306,0.00009953869,0.0005449853,0.6001347,0.0002194809,0.004005805,0.0009843857,0.0006577079,0.01716225],"study_design_scores_gemma":[0.0000251243,0.0007249185,0.7581496,0.0001137368,0.0000575124,0.0002253519,0.2320936,0.0003191009,0.0006941281,0.0002646148,0.007248594,0.00008367143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990057,0.00008824815,0.0001880701,0.00004112167,0.000004325306,0.00003595045,0.00004656719,0.000001781632,0.0005883496],"genre_scores_gemma":[0.9950554,0.0002092616,0.0006483002,0.0001216076,0.000007088848,0.0003089464,0.0001998827,0.000007206506,0.003442205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461143,"threshold_uncertainty_score":0.4893636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021219119868886,"score_gpt":0.3394506879153072,"score_spread":0.3292384967166184,"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."}}