{"id":"W2954710625","doi":"10.3138/cmlr.2018-0183","title":"Using the Concept of Aspect to Mediate the Choice of Past Tense in L2 French: Case Study of an Advanced Student at the Tertiary Level","year":2019,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004078423,0.0006209601,0.0003688171,0.0009597798,0.003656256,0.005112737,0.001088474,0.002457463,0.004263053],"category_scores_gemma":[0.007381328,0.0002809935,0.0003924641,0.0007570205,0.004239759,0.002473185,0.001582637,0.001516264,0.0006388942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454106,"about_ca_system_score_gemma":0.002398819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03500216,"about_ca_topic_score_gemma":0.06761332,"domain_scores_codex":[0.9965882,0.002429292,0.00009099306,0.0002840209,0.0003095495,0.0002978891],"domain_scores_gemma":[0.9926401,0.005450551,0.0005900129,0.000281568,0.0005959743,0.0004419022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001882492,0.0003817959,0.05797211,0.0002683291,0.00003021804,0.009538991,0.8641831,0.0008517727,0.009509717,0.01705917,0.001046563,0.03897008],"study_design_scores_gemma":[0.00003225712,0.0004312384,0.0429062,0.0002123528,0.00006243602,0.004181832,0.8803539,0.003649635,0.007073903,0.004939006,0.05601275,0.0001444349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777864,0.0002776979,0.005719106,0.00114334,0.00001324552,0.00004411184,0.0000439467,0.00002623832,0.01494592],"genre_scores_gemma":[0.9923733,0.0001709106,0.002617312,0.0001259916,0.000006443859,0.00002237072,0.00002793607,0.00001728794,0.004638535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03500216,"threshold_uncertainty_score":0.06959689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028647269378451,"score_gpt":0.3086668165797177,"score_spread":0.2583803438859332,"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."}}