{"id":"W4404518365","doi":"10.18162/ritpu-2024-v21n2-05","title":"Bien-être, engagement académique et perception des technologies en formation initiale à l’enseignement : enquête dans le contexte de la Belgique francophone","year":2024,"lang":"fr","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Humanities; Psychology; Art","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002446172,0.0003873438,0.0003283444,0.0006026528,0.001026816,0.0002580284,0.001109889,0.0009473198,0.0001819298],"category_scores_gemma":[0.001478277,0.00044114,0.0002594097,0.001141584,0.003273497,0.00184095,0.0005813406,0.001117688,0.0000852981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00502228,"about_ca_system_score_gemma":0.0009765567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364951,"about_ca_topic_score_gemma":0.001360379,"domain_scores_codex":[0.9967433,0.001201729,0.0004710457,0.000594903,0.0004057554,0.000583333],"domain_scores_gemma":[0.9970927,0.001979941,0.0002069476,0.0003481006,0.0003045489,0.000067761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002153662,0.0002009676,0.0005145123,0.0004806434,0.0001924087,0.0001455496,0.04705259,0.0004652146,0.004107622,0.1952204,0.001498264,0.7501003],"study_design_scores_gemma":[0.000345626,0.000225646,0.00437968,0.001789287,0.0000771975,0.0001327986,0.5196578,0.001425545,0.006369694,0.07214355,0.3929646,0.0004886178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6821543,0.01534012,0.213014,0.03660714,0.00132592,0.0008873832,0.0001979737,0.002751823,0.04772128],"genre_scores_gemma":[0.8600197,0.05372494,0.03622539,0.00006688251,0.0001541714,0.0001360951,0.00007501033,0.00004377847,0.04955401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7496116,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640778931174968,"score_gpt":0.3426713669460206,"score_spread":0.3062635776342709,"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."}}