{"id":"W4391436067","doi":"10.7202/1108700ar","title":"Cocréation d’un projet d’atlas historique numérique au service des apprentissages d’élèves de première secondaire en univers social","year":2023,"lang":"fr","type":"article","venue":"Revue de recherches en littératie médiatique multimodale","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Physics; Art","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007961636,0.0005404454,0.0006498337,0.0002221578,0.001111282,0.0001718416,0.0007395736,0.001854691,0.0002731185],"category_scores_gemma":[0.002675901,0.0006705977,0.0003354266,0.002059832,0.0004970953,0.0009144169,0.0001589722,0.001381629,0.0001102006],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009533646,"about_ca_system_score_gemma":0.005961454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037664,"about_ca_topic_score_gemma":0.006048457,"domain_scores_codex":[0.9873757,0.009488481,0.0006988943,0.0007962756,0.0003834142,0.001257207],"domain_scores_gemma":[0.9941527,0.004052885,0.0004628838,0.0003752602,0.0005026633,0.0004535784],"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":[0.00005460302,0.0004833277,0.02416386,0.002501376,0.0002522751,0.00003281761,0.7202436,0.001348371,0.004259452,0.02831295,0.00309282,0.2152545],"study_design_scores_gemma":[0.001496106,0.0002523398,0.1838349,0.001350638,0.0002851768,0.00005893803,0.2038105,0.01742439,0.008352068,0.03909294,0.5418417,0.002200291],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924598,0.002123791,0.005724608,0.05559168,0.001667407,0.001625251,0.0002467778,0.0005190751,0.04004162],"genre_scores_gemma":[0.5139537,0.01097351,0.1352033,0.0005235578,0.01065105,0.001017306,0.0005749803,0.0002985835,0.326804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5387489,"threshold_uncertainty_score":0.9996738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002821396302034,"score_gpt":0.3669835052330882,"score_spread":0.2667013656028848,"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."}}