{"id":"W3122850062","doi":"","title":"Cultures discursives plurielles et littéracies universitaires : analyse de trajectoires d’étudiants-scripteurs plurilingues","year":2019,"lang":"fr","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.004142432,0.0003418131,0.000386425,0.003089225,0.01111034,0.01022049,0.0008195267,0.0008546119,0.01169529],"category_scores_gemma":[0.007001919,0.0003218109,0.0002803101,0.006888986,0.006650793,0.005969339,0.004841307,0.001433343,0.001209086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724819,"about_ca_system_score_gemma":0.01153837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1107906,"about_ca_topic_score_gemma":0.1443086,"domain_scores_codex":[0.996124,0.002068853,0.0001849105,0.0003191727,0.0004933696,0.0008097151],"domain_scores_gemma":[0.992492,0.003654591,0.001091608,0.0003799153,0.001066145,0.00131582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000485882,0.00002533904,0.01946623,0.00009040134,0.000007684853,0.0002627275,0.9020827,0.0001715446,0.0002611883,0.05882647,0.001033354,0.01772373],"study_design_scores_gemma":[0.000006652941,0.00004455217,0.04670868,0.0002489474,0.000009104841,0.0001929933,0.8582302,0.000301972,0.0003529868,0.00449802,0.08937257,0.00003341573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964867,0.001546126,0.00215596,0.001413112,0.00003731635,0.00005995289,0.0002683934,0.00003788863,0.09799453],"genre_scores_gemma":[0.9788102,0.0005537525,0.0005942612,0.00007393823,0.000008432243,0.00006033564,0.000148819,0.00003263492,0.01971771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107906,"threshold_uncertainty_score":0.2202916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528641056395736,"score_gpt":0.2477143714018447,"score_spread":0.2324279608378873,"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."}}