{"id":"W4413537063","doi":"10.64628/aap.nwr6dcfmy","title":"Les produits d’IA pour enfants promettent amitié et apprentissage ? 3 éléments à prendre en compte","year":2024,"lang":"fr","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001524981,0.0005790699,0.0005084808,0.0002688242,0.0001316899,0.0006828839,0.001265926,0.0002524834,0.0004005008],"category_scores_gemma":[0.0008259637,0.000543328,0.0002015792,0.0008271898,0.0001469836,0.001438215,0.001209277,0.0008351154,0.0004905905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251667,"about_ca_system_score_gemma":0.0001885112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006113859,"about_ca_topic_score_gemma":0.00001340166,"domain_scores_codex":[0.9957072,0.0007933651,0.0005634976,0.001350589,0.0006395089,0.0009458917],"domain_scores_gemma":[0.9970264,0.001602988,0.00009583387,0.0009420688,0.0001172214,0.0002154537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007053596,0.0002410451,0.0006638793,0.001531942,0.0003021127,0.0005135806,0.004353518,0.02331945,0.002058647,0.1191555,0.007263196,0.8405901],"study_design_scores_gemma":[0.00212611,0.001139842,0.1172396,0.008986459,0.0004077823,0.001527579,0.0007172126,0.2930662,0.0580915,0.08784483,0.4235152,0.005337672],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005554095,0.01306963,0.9608045,0.006545199,0.006906232,0.0007841329,0.00007673018,0.002348833,0.003910603],"genre_scores_gemma":[0.1066843,0.000535334,0.7914984,0.0001568303,0.0003551331,0.0001100329,0.00001491471,0.00008826744,0.1005568],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8352525,"threshold_uncertainty_score":0.9997018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08441083590033766,"score_gpt":0.3731402989167751,"score_spread":0.2887294630164375,"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."}}