{"id":"W4392775576","doi":"10.23977/jaip.2024.070113","title":"The role of digital technology in schools in France","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002943011,0.0003156237,0.0003646571,0.003196759,0.006257315,0.009451116,0.000697671,0.002307426,0.008177546],"category_scores_gemma":[0.003696037,0.0002700573,0.0004106882,0.002311257,0.004146127,0.002805438,0.00434603,0.00155574,0.0008998296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02020725,"about_ca_system_score_gemma":0.011825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09304762,"about_ca_topic_score_gemma":0.07589991,"domain_scores_codex":[0.993604,0.003368854,0.0001850654,0.0005636089,0.0008211151,0.00145743],"domain_scores_gemma":[0.9954184,0.001594795,0.0009121379,0.0001349786,0.0005188833,0.001420715],"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":[0.000258549,0.0007625712,0.1653222,0.0009472864,0.00008257003,0.00479008,0.1321268,0.00192797,0.001900375,0.4224644,0.01659768,0.2528195],"study_design_scores_gemma":[0.0000473883,0.0003668128,0.2723365,0.001320589,0.00004479311,0.001069631,0.09418808,0.0009852012,0.0007751122,0.01070496,0.6180559,0.0001050881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8388628,0.01953396,0.001120404,0.03557134,0.0003344562,0.00004685228,0.0002308289,0.0001614001,0.104138],"genre_scores_gemma":[0.9860802,0.002002101,0.0003126594,0.0006500722,0.00004718543,0.0000143862,0.00003503331,0.00001080626,0.0108476],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09304762,"threshold_uncertainty_score":0.185012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731557842061167,"score_gpt":0.3909593489627118,"score_spread":0.3636437705421002,"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."}}