{"id":"W3093751815","doi":"","title":"Les TIC: des outils de choix au service de l’enseignement et de l’apprentissage","year":2014,"lang":"fr","type":"article","venue":"Educ recherche","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01832581,0.0002192552,0.0002303369,0.00003952878,0.0005377105,0.0001506299,0.000472983,0.0005873775,0.001418993],"category_scores_gemma":[0.005030684,0.0002313196,0.000115579,0.0006148858,0.0003399661,0.0001908429,0.00007370948,0.0007480251,0.0001508195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802677,"about_ca_system_score_gemma":0.004927797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05238845,"about_ca_topic_score_gemma":0.0129481,"domain_scores_codex":[0.9904053,0.007742115,0.00025055,0.0003425004,0.0002930864,0.0009664274],"domain_scores_gemma":[0.9957656,0.003122973,0.0001212417,0.0002838492,0.0002276982,0.0004786311],"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":[0.00001167666,0.000501423,0.01002425,0.000266188,0.00007448273,0.000001906736,0.1807634,0.00007402428,0.003544227,0.07052794,0.02134858,0.7128619],"study_design_scores_gemma":[0.0001953315,0.00005756695,0.05875087,0.0002409837,0.0001029689,0.00001079532,0.01569976,0.000252457,0.002732131,0.09441315,0.8272399,0.0003040352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.4541879,0.003096562,0.02589014,0.0578307,0.001741847,0.0002547188,0.00001105231,0.00006439529,0.4569227],"genre_scores_gemma":[0.166103,0.001729383,0.6037039,0.00438107,0.003128278,0.0001040544,0.00001214636,0.00005316057,0.2207851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8058914,"threshold_uncertainty_score":0.9994938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.523784732377281,"score_gpt":0.5234922859428888,"score_spread":0.0002924464343921906,"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."}}