{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001918109,0.0000521116,0.0001079752,0.0004435623,0.0000901457,0.0001636955,0.0003282761,0.0001312435,0.00002556382],"category_scores_gemma":[0.009420762,0.00003929764,0.00004220913,0.001359996,0.0002889151,0.001052907,0.0000165281,0.0007362979,0.00004379463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042373,"about_ca_system_score_gemma":0.0004797855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345007,"about_ca_topic_score_gemma":0.0007443876,"domain_scores_codex":[0.9988179,0.000108341,0.0005919423,0.00008512803,0.000243911,0.00015277],"domain_scores_gemma":[0.9983044,0.0009887385,0.0002758129,0.00009296453,0.0003115132,0.00002653413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002527677,0.0001121745,0.004457999,0.000002052385,0.000009842433,0.00001546956,0.004963663,0.00002998365,0.0009279238,0.6143313,0.00003489132,0.3750894],"study_design_scores_gemma":[0.00001215239,0.00008695094,0.00009162434,0.0001166257,0.000008286559,0.00002352587,0.2530187,0.0003785351,0.01378426,0.6103817,0.1220401,0.00005740085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6477385,0.01094565,0.005339208,0.3158488,0.002338289,0.0003408117,0.000002324866,0.00006217767,0.01738418],"genre_scores_gemma":[0.9982938,0.0009729473,0.0004963767,0.00003055139,0.0001029884,0.000003898513,9.284762e-8,0.00000387136,0.00009545065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.375032,"threshold_uncertainty_score":0.9989233,"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."}}