{"id":"W4411788848","doi":"10.4000/148mu","title":"La typologie des « Prudences numériques », un outil didactique au service d’une intégration d’une éducation au numérique en Anthropocène","year":2025,"lang":"fr","type":"article","venue":"Éducation et socialisation","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003454208,0.0006096547,0.0004818113,0.0031128,0.004318008,0.006864168,0.001007863,0.0017053,0.007601304],"category_scores_gemma":[0.006319426,0.0002610606,0.0004438389,0.004175932,0.02434644,0.007472177,0.004057298,0.002574186,0.0007368076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004757997,"about_ca_system_score_gemma":0.004540485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008181659,"about_ca_topic_score_gemma":0.009788658,"domain_scores_codex":[0.9947431,0.002580525,0.0002856562,0.0007567746,0.001222281,0.0004117218],"domain_scores_gemma":[0.9953315,0.002306922,0.0007840475,0.0004969817,0.0007166624,0.0003638441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002108848,0.00001108022,0.003283989,0.0001792541,0.000006644753,0.000140064,0.02073069,0.0002052875,0.0003129921,0.9526513,0.001940153,0.02051756],"study_design_scores_gemma":[0.00001423816,0.0000489931,0.01369364,0.0008709515,0.00001701118,0.000778426,0.0264856,0.0007375072,0.0006913264,0.4448155,0.5117832,0.00006354185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1849548,0.0183938,0.1128567,0.03010719,0.001659494,0.0002556763,0.0006702061,0.0002361577,0.650866],"genre_scores_gemma":[0.9322359,0.006098896,0.02333127,0.00168929,0.0004049339,0.0002968643,0.0002314567,0.0001298597,0.03558157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008181659,"threshold_uncertainty_score":0.03452188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2477540513333974,"score_gpt":0.4144784377772827,"score_spread":0.1667243864438853,"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."}}