{"id":"W4309088944","doi":"10.51657/ric.v6i2.51468","title":"La narration iconotextuelle au service de l’activité de création. Dispositif didactique et démarche sémiotique pour rendre l’élève cré-acteur·rice de ses apprentissages.","year":2022,"lang":"fr","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00155661,0.0004243893,0.0003782206,0.0004449094,0.001033183,0.0008073766,0.0005767405,0.0002294371,0.002565217],"category_scores_gemma":[0.0005558013,0.0005318227,0.0003312451,0.0003128651,0.0002631431,0.0007446834,0.0001701072,0.0009875165,0.00002842565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679528,"about_ca_system_score_gemma":0.001567776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009230326,"about_ca_topic_score_gemma":0.003385517,"domain_scores_codex":[0.9961801,0.001544864,0.0006408197,0.0005748922,0.0004957246,0.0005635864],"domain_scores_gemma":[0.9969577,0.001435185,0.0005499154,0.0003692725,0.0004776738,0.0002102988],"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":[0.000117578,0.001394371,0.004591106,0.0004318614,0.0006658926,0.0004247754,0.0551349,0.01619691,0.002434939,0.9048094,0.01141135,0.002386973],"study_design_scores_gemma":[0.00137967,0.0001708587,0.0397421,0.0006479552,0.0007582906,0.001728729,0.02392394,0.1070302,0.001840569,0.0338838,0.7877638,0.001130073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7613161,0.0007891008,0.05074423,0.03693607,0.001118407,0.0003945768,0.004613609,0.0001634754,0.1439245],"genre_scores_gemma":[0.970476,0.0008060964,0.0005951671,0.002012349,0.002853446,0.0002685599,0.001596457,0.0001026249,0.02128936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8709255,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430470176710611,"score_gpt":0.2784092096495349,"score_spread":0.2353621919784737,"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."}}