{"id":"W3200508509","doi":"10.7202/1079064ar","title":"Une initiative pédagogique intégrant les technologies d’information et de la communication (TIC) visant à rendre les sciences et l’informatique plus attrayantes pour les adolescentes","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Moncton","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003639922,0.0003298578,0.0003473655,0.0002850969,0.001657004,0.0009733453,0.0007090955,0.0005254942,0.0002776574],"category_scores_gemma":[0.00275559,0.000348502,0.0001547702,0.001279871,0.001967991,0.004351963,0.0003323443,0.0008350626,0.0001184218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009195322,"about_ca_system_score_gemma":0.005043392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080391,"about_ca_topic_score_gemma":0.01599177,"domain_scores_codex":[0.9961509,0.001865579,0.0006184308,0.0003007663,0.0005969948,0.00046733],"domain_scores_gemma":[0.9962747,0.00195613,0.0005713706,0.0003390507,0.0007649849,0.00009378582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004829692,0.0004811464,0.02989305,0.0004349755,0.0001092659,0.000008825155,0.5413426,0.0007868682,0.0002818184,0.3117411,0.025595,0.08927699],"study_design_scores_gemma":[0.0009612422,0.00005514566,0.1084784,0.001391593,0.00005948585,0.00003206336,0.7246388,0.0006114898,0.004589311,0.009648509,0.1488542,0.0006797009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6310548,0.01361019,0.04087608,0.1640434,0.002176634,0.0009547604,0.0003788141,0.0008711283,0.1460343],"genre_scores_gemma":[0.9650105,0.02435589,0.008142489,0.001358551,0.00005552512,0.00005178487,0.0003384039,0.00001407233,0.0006727635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339558,"threshold_uncertainty_score":0.9998967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392305010014469,"score_gpt":0.3274811082179416,"score_spread":0.2835580581177969,"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."}}