{"id":"W4388094316","doi":"10.32749/nucleodoconhecimento.com.br/education-fr/robotique-comme-strategie","title":"La robotique comme stratégie d’enseignement des matières de l’enseignement professionnel et technologique au Brésil entre 2017 et 2022 : une revue intégrative","year":2023,"lang":"fr","type":"article","venue":"Revista Científica Multidisciplinar Núcleo do Conhecimento","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Chicoutimi","funders":"","keywords":"Humanities; Philosophy; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008932706,0.001151394,0.001052028,0.006582094,0.004074323,0.01586465,0.002130341,0.003809572,0.0281601],"category_scores_gemma":[0.016812,0.0008453215,0.001323416,0.009149416,0.01018682,0.01227401,0.005555599,0.00381868,0.009393274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201988,"about_ca_system_score_gemma":0.01480947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03401818,"about_ca_topic_score_gemma":0.03526146,"domain_scores_codex":[0.9891372,0.003854412,0.0005736975,0.001662294,0.003929592,0.0008427653],"domain_scores_gemma":[0.987358,0.00670843,0.0009327202,0.001452034,0.002826912,0.0007220616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001237594,0.00007607298,0.006154421,0.004312078,0.00008151404,0.0002830353,0.02547363,0.002865566,0.001784188,0.4952194,0.02344234,0.440184],"study_design_scores_gemma":[0.00001244234,0.00009551298,0.009318501,0.004153305,0.00005451775,0.0002894159,0.01475571,0.001454915,0.001760658,0.0520774,0.9159345,0.00009307433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07219643,0.1418977,0.1605182,0.06649338,0.003607291,0.0003841356,0.001557569,0.001627995,0.5517174],"genre_scores_gemma":[0.5737782,0.1354296,0.08271836,0.005935798,0.00113809,0.0005954831,0.002002397,0.001304516,0.1970975],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03401818,"threshold_uncertainty_score":0.0942049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115667045936648,"score_gpt":0.4047808607053909,"score_spread":0.2932141561117261,"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."}}