{"id":"W2725665332","doi":"","title":"Utilisation d'un Ordinateur Portable: Changements Technologiques, Changements Pédagogiques ?","year":2002,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01112339,0.0003838568,0.0003712432,0.0002351088,0.001092269,0.0003587578,0.001155534,0.0004778013,0.006116442],"category_scores_gemma":[0.002978242,0.00043969,0.0001726936,0.001516523,0.0007490771,0.0007058976,0.0003858758,0.0005038878,0.000349105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575662,"about_ca_system_score_gemma":0.0001489789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196512,"about_ca_topic_score_gemma":0.002420214,"domain_scores_codex":[0.9879045,0.009058071,0.0006381437,0.0008098027,0.0007775649,0.0008118597],"domain_scores_gemma":[0.9947769,0.001137692,0.0006066306,0.001155399,0.002012157,0.0003112419],"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":[0.000003186385,0.001170544,0.003112254,0.00007125459,0.00007892594,0.000004836303,0.01849877,0.000001485811,0.0003297475,0.2771761,0.01286457,0.6866883],"study_design_scores_gemma":[0.0005231595,0.000002490567,0.004948393,0.0009271968,0.00009145887,0.000007303969,0.002372457,0.002287648,0.01628201,0.01217369,0.9597968,0.0005874097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08236581,0.03162115,0.05261985,0.2360754,0.002712697,0.001566345,0.0001417064,0.0008155808,0.5920814],"genre_scores_gemma":[0.3628879,0.02802921,0.1058667,0.0008259124,0.0002560206,0.0002540193,0.0002269877,0.00007838437,0.5015749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9469322,"threshold_uncertainty_score":0.9998055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547459490134027,"score_gpt":0.3037994356399467,"score_spread":0.249053486626544,"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."}}