{"id":"W2062042622","doi":"10.7202/1024956ar","title":"Assessment for Learning","year":2009,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Psychology","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":[0.01041098,0.0008525638,0.0008179421,0.004332551,0.002744918,0.01029402,0.002072961,0.001961156,0.05529949],"category_scores_gemma":[0.03948467,0.0003286708,0.0008006296,0.002507939,0.002771182,0.006722168,0.007310809,0.002506013,0.02788627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327999,"about_ca_system_score_gemma":0.008930077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004963043,"about_ca_topic_score_gemma":0.006102225,"domain_scores_codex":[0.9832267,0.006060338,0.001161253,0.001370729,0.007494671,0.0006864136],"domain_scores_gemma":[0.9825659,0.003975604,0.0008916538,0.003466284,0.007872693,0.00122791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008668066,0.0001028421,0.001407923,0.0003761572,0.00001629371,0.00005544097,0.00167435,0.0001848036,0.0006806976,0.140756,0.09429327,0.7603655],"study_design_scores_gemma":[0.00002233187,0.0001016266,0.003503449,0.0006679768,0.00001843892,0.0003067859,0.001278401,0.0007399306,0.001527216,0.08486459,0.9069301,0.00003904729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01127373,0.01053423,0.1260225,0.02143784,0.004429205,0.001326599,0.002082219,0.004491663,0.818402],"genre_scores_gemma":[0.2039836,0.005623708,0.181092,0.003866049,0.001128793,0.001540668,0.003100309,0.001195943,0.598469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05529949,"threshold_uncertainty_score":0.1849952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08600414387348224,"score_gpt":0.4687292714730582,"score_spread":0.3827251275995759,"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."}}