{"id":"W1542619166","doi":"","title":"Writing Life 1 in Language 2","year":2006,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Second-language acquisition; Linguistics; Theme (computing); Psychology; Philosophy; Computer science","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":[0.002006901,0.0003519097,0.0002962298,0.001233571,0.003893952,0.00984914,0.0004731639,0.001475091,0.007327657],"category_scores_gemma":[0.006767517,0.0001535879,0.0003307983,0.000839244,0.007531734,0.006134044,0.002689814,0.002888751,0.001332535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271364,"about_ca_system_score_gemma":0.00272526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393683,"about_ca_topic_score_gemma":0.003734084,"domain_scores_codex":[0.9966283,0.002036809,0.0001184442,0.0003721456,0.0005437963,0.0003005019],"domain_scores_gemma":[0.9938805,0.002580624,0.00113355,0.0003116779,0.0009759457,0.001117736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008749562,0.0001005669,0.01218537,0.0004159813,0.00002077246,0.002859899,0.8138118,0.0001507767,0.003550333,0.08601892,0.01729614,0.06350187],"study_design_scores_gemma":[0.00000852139,0.0001435039,0.01253328,0.0005777244,0.00001068255,0.002546496,0.4644581,0.0001703802,0.001664408,0.0125234,0.5053148,0.00004870792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5848461,0.007465118,0.006032119,0.03595196,0.001581356,0.00006499921,0.0001938101,0.0002014879,0.3636631],"genre_scores_gemma":[0.9608572,0.001572108,0.0008812994,0.001835051,0.000218715,0.00002679278,0.0000823012,0.00006255876,0.0344639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00984914,"threshold_uncertainty_score":0.02451342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475024429327449,"score_gpt":0.3933899601409746,"score_spread":0.2458875172082297,"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."}}