{"id":"W6968294881","doi":"10.5281/zenodo.15764518","title":"Considérations théoriques, démarche et outils technologiques pour la mise à l'épreuve d'un modèle de tableau de bord équilibré à l'usage des directions scolaires au Québec.","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Face (sociological concept); Balanced scorecard","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01047563,0.001343926,0.0007260283,0.004601715,0.004619035,0.01577987,0.003778659,0.003953974,0.015489],"category_scores_gemma":[0.01930544,0.0009324845,0.001516399,0.005106011,0.01282863,0.0125081,0.003513775,0.004951591,0.002288087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.031083,"about_ca_system_score_gemma":0.02560612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2782543,"about_ca_topic_score_gemma":0.2836903,"domain_scores_codex":[0.992153,0.003418932,0.00030987,0.0010634,0.002468489,0.0005862392],"domain_scores_gemma":[0.9849117,0.007142512,0.000888222,0.001773992,0.004639964,0.0006436072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002910467,0.00003570375,0.001730424,0.0002279606,0.00002719586,0.0001290557,0.004037195,0.00512487,0.0003639633,0.9661312,0.002730594,0.01943275],"study_design_scores_gemma":[0.0000427798,0.00008242296,0.00404612,0.001263827,0.0001118648,0.0002428521,0.01194515,0.03384308,0.001650943,0.6923535,0.2542767,0.00014073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05238632,0.0134747,0.507442,0.06647012,0.0007086207,0.0005119821,0.001096857,0.0004227122,0.3574868],"genre_scores_gemma":[0.6971625,0.0113575,0.2179404,0.003049889,0.0002313034,0.0009772854,0.0008530069,0.0003171296,0.06811096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7217457,"threshold_uncertainty_score":0.5532694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099023597155922,"score_gpt":0.3599195787181388,"score_spread":0.2500172190025467,"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."}}