{"id":"W7148209470","doi":"","title":"Actes des XXIVes Journées de linguistique","year":2011,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"","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":[0.002050216,0.001224956,0.0007192176,0.001574113,0.004838014,0.004681611,0.0006212596,0.002281025,0.06264201],"category_scores_gemma":[0.006581598,0.000527008,0.0008738284,0.0009346366,0.002057492,0.002307479,0.001884993,0.00495553,0.02624682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568038,"about_ca_system_score_gemma":0.001720866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658583,"about_ca_topic_score_gemma":0.0255963,"domain_scores_codex":[0.9978706,0.0007977152,0.0001029664,0.0002364257,0.0008278093,0.0001644451],"domain_scores_gemma":[0.9972269,0.001073756,0.0001045887,0.0002245134,0.001019605,0.0003505257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003447932,0.0000577991,0.0007360809,0.0003861442,0.00002416554,0.0005412803,0.00661037,0.0004749412,0.003612802,0.1305407,0.7363081,0.1203628],"study_design_scores_gemma":[0.000004951196,0.00002243921,0.0007033275,0.00005549142,0.000004138552,0.0001548045,0.0006470082,0.0001733007,0.0007085943,0.001482931,0.9960293,0.00001389419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02225239,0.016388,0.01808257,0.03109057,0.08140863,0.0001766925,0.001188886,0.001286988,0.8281252],"genre_scores_gemma":[0.03771924,0.002724759,0.002558027,0.000777984,0.004743271,0.00007515299,0.0002691586,0.0004505994,0.9506818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06264201,"threshold_uncertainty_score":0.2095584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191728320953611,"score_gpt":0.2942155670488691,"score_spread":0.262298283839333,"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."}}