{"id":"W2811014068","doi":"","title":"Comment gérer un atelier d'écriture","year":2008,"lang":"fr","type":"article","venue":"Canadian Children's Literature / Littérature canadienne pour la jeunesse","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002298807,0.001600713,0.001333154,0.001018184,0.002665534,0.0007962896,0.001892771,0.003232485,0.001998395],"category_scores_gemma":[0.001783447,0.001682434,0.0006862983,0.005179266,0.001639725,0.0009741824,0.0001468666,0.005109654,0.0003583878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003574877,"about_ca_system_score_gemma":0.005968494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.37177,"about_ca_topic_score_gemma":0.7870457,"domain_scores_codex":[0.9875891,0.004016905,0.0009782928,0.001991646,0.000833348,0.004590716],"domain_scores_gemma":[0.9894816,0.0006220148,0.0004478015,0.001762187,0.001062857,0.006623539],"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":[0.00006071991,0.0002381673,0.01067116,0.0002257589,0.0007981273,0.01429703,0.1496053,0.00006630969,0.00006464667,0.515723,0.2721454,0.03610431],"study_design_scores_gemma":[0.001115753,0.0001044057,0.009140032,0.0009771716,0.0002414394,0.00242984,0.002538412,0.00003242384,0.00009984359,0.001715824,0.9797476,0.001857286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1263497,0.2322662,0.0001040817,0.6009924,0.007772336,0.001468579,0.003001635,0.0003296644,0.02771531],"genre_scores_gemma":[0.7390773,0.0077483,0.01690193,0.05131849,0.01259902,0.0001617226,0.002651204,0.0005772084,0.1689648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7076021,"threshold_uncertainty_score":0.9996741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008495430554600511,"score_gpt":0.2256474174088861,"score_spread":0.2171519868542856,"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."}}