{"id":"W4361215427","doi":"10.52358/mm.vi14.320","title":"Les pratiques médiatiques, informationnelles et numériques des futurs enseignants au Bénin, un enjeu pour l’éducation aux médias et à l’information : Le cas de l’École Normale Supérieure de Porto-Novo","year":2023,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003428531,0.0006527132,0.0005081802,0.001235239,0.003000942,0.001397779,0.0007402283,0.0009018766,0.0006366086],"category_scores_gemma":[0.005474311,0.0007775458,0.0002993336,0.003135843,0.0008651401,0.01031187,0.0002175116,0.0008153848,0.000774276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305435,"about_ca_system_score_gemma":0.01662134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02371796,"about_ca_topic_score_gemma":0.03130903,"domain_scores_codex":[0.9943135,0.00151317,0.001525928,0.000504585,0.0008114831,0.001331286],"domain_scores_gemma":[0.9947532,0.001606551,0.001122493,0.0007029285,0.001336275,0.0004785524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007957242,0.0004083735,0.04437988,0.0001203554,0.00009482433,0.000003618513,0.2889662,0.004444284,0.00004353852,0.6067998,0.03972456,0.01500665],"study_design_scores_gemma":[0.0008814542,0.0001431476,0.411927,0.0002385339,0.0001079007,0.00004758875,0.3558728,0.003609376,0.001183981,0.08651895,0.1383942,0.00107506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6225258,0.001200586,0.03210766,0.1226236,0.001400506,0.001838359,0.001398867,0.002620975,0.2142837],"genre_scores_gemma":[0.9514276,0.01010936,0.01330941,0.005728562,0.0004009104,0.000999597,0.003079378,0.00009321081,0.01485201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5202808,"threshold_uncertainty_score":0.9996389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09450096990590992,"score_gpt":0.3775031826747738,"score_spread":0.2830022127688639,"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."}}