{"id":"W2792348996","doi":"10.7202/1043533ar","title":"Situations d’enseignement-apprentissage multidisciplinaires à partir d’albums de littérature jeunesse : une pratique littératiée contextualisée","year":2018,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002206048,0.0004296755,0.0003980258,0.0001695134,0.002138178,0.0004984997,0.0004426665,0.0005772091,0.001465189],"category_scores_gemma":[0.001231889,0.0004932022,0.0001868938,0.002068893,0.001366804,0.0008497441,0.00007408154,0.0006047879,0.000949498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090892,"about_ca_system_score_gemma":0.003319445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006062197,"about_ca_topic_score_gemma":0.05047994,"domain_scores_codex":[0.9955323,0.001341129,0.0008014831,0.0007654654,0.000616837,0.0009428106],"domain_scores_gemma":[0.9968036,0.0005743925,0.0005604165,0.0006348488,0.001010093,0.0004166816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003733996,0.00162834,0.001417506,0.0002604547,0.0001042679,0.00000583332,0.6657196,0.00005901602,0.002328921,0.08969916,0.1940142,0.04472537],"study_design_scores_gemma":[0.001379125,0.0003591929,0.02756447,0.001376444,0.0002237517,0.00002184427,0.3480521,0.001130948,0.003903451,0.02346932,0.5913696,0.001149792],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5450847,0.00956341,0.00625849,0.3210691,0.01640618,0.001417398,0.0001728896,0.000472667,0.09955516],"genre_scores_gemma":[0.9268933,0.001241767,0.003026141,0.001444455,0.005833553,0.000295236,0.00024005,0.00006648825,0.06095903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973553,"threshold_uncertainty_score":0.9998284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580912461486903,"score_gpt":0.3368096793785023,"score_spread":0.3110005547636333,"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."}}