{"id":"W4210838360","doi":"10.1522/rhe.v5i2.1234","title":"Développement de compétences dites du 21e siècle chez les enfants à l’éducation préscolaire grâce à la programmation et à la robotique : une recherche-action","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191995,0.000448102,0.000396332,0.0007339246,0.00183713,0.002044487,0.0007378802,0.0008444951,0.007240685],"category_scores_gemma":[0.007123995,0.0002863278,0.0004824554,0.0002453592,0.001758404,0.001182169,0.002135492,0.001298675,0.0007078234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447884,"about_ca_system_score_gemma":0.005871567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01954339,"about_ca_topic_score_gemma":0.04318276,"domain_scores_codex":[0.9985523,0.0005104209,0.00004931551,0.0001865237,0.0003171029,0.0003843703],"domain_scores_gemma":[0.9961972,0.001091933,0.0004972698,0.0002050053,0.0008719038,0.001136715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005050332,0.00207337,0.240457,0.0007472467,0.00007101406,0.002826202,0.5024935,0.0002884599,0.01377539,0.003939289,0.005002416,0.2278211],"study_design_scores_gemma":[0.00005413574,0.002230778,0.6419895,0.0006845236,0.000085565,0.001192132,0.289455,0.0003830441,0.006561128,0.001359773,0.0558648,0.0001395622],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893833,0.0005930628,0.001146208,0.0009132718,0.00005087859,0.000118775,0.00006487264,0.00002218126,0.007707455],"genre_scores_gemma":[0.9807351,0.00087534,0.003403403,0.0001903962,0.00001239396,0.0002587717,0.00007553365,0.00001164964,0.01443735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954339,"threshold_uncertainty_score":0.03885925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.301636660977236,"score_gpt":0.4845778794623549,"score_spread":0.1829412184851189,"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."}}