{"id":"W2500839738","doi":"10.26522/vp.v13i1.1370","title":"La diversité culturelle et linguistique comme ressource à la créativité","year":2016,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003389853,0.0003189332,0.0003171704,0.00009027519,0.0005962015,0.0001473146,0.0006266959,0.0006724321,0.001199221],"category_scores_gemma":[0.004964934,0.0002451129,0.0002040458,0.0004525619,0.00172605,0.0002211214,0.0003221208,0.0006801413,0.0005203051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396798,"about_ca_system_score_gemma":0.0001922715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007358097,"about_ca_topic_score_gemma":0.002066444,"domain_scores_codex":[0.9915705,0.006512368,0.0002884521,0.0005032498,0.0005065027,0.0006188842],"domain_scores_gemma":[0.9928819,0.006049833,0.0002424854,0.0004021364,0.0001527115,0.0002709633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005092235,0.0003112741,0.005716095,0.00008676622,0.0001767704,0.0004923012,0.2909828,0.00005890188,0.001864889,0.459742,0.1049403,0.1355771],"study_design_scores_gemma":[0.0005184948,0.00006499921,0.001458276,0.0004992941,0.00006385973,0.00001413718,0.003494045,0.00002512285,0.0009107179,0.006868034,0.9856898,0.0003932549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09768828,0.03520811,0.01710135,0.2650428,0.003010682,0.0005681436,0.0002326579,0.000627676,0.5805203],"genre_scores_gemma":[0.4751402,0.003058036,0.01578716,0.001464739,0.001440832,0.00001742212,0.000007987179,0.00007518387,0.5030085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8807495,"threshold_uncertainty_score":0.9997138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231469507946415,"score_gpt":0.3350802826367412,"score_spread":0.302765587557277,"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."}}