{"id":"W1248595411","doi":"","title":"Comment appréhender la complexité inhérente aux compétences","year":2014,"lang":"fr","type":"article","venue":"ORBi (University of Liège)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science","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":[0.01479199,0.0003669065,0.0006415164,0.001506826,0.004844458,0.008121508,0.002430635,0.01011985,0.02661323],"category_scores_gemma":[0.2400197,0.0003434144,0.0003960023,0.00174924,0.006318479,0.01079147,0.003676131,0.00867246,0.01398837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725273,"about_ca_system_score_gemma":0.00606241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537685,"about_ca_topic_score_gemma":0.01733256,"domain_scores_codex":[0.9668992,0.009248842,0.001633618,0.002608362,0.01806342,0.001546599],"domain_scores_gemma":[0.7850298,0.1159259,0.01039663,0.01104831,0.07229286,0.005306556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005198885,0.00002575532,0.002579608,0.0004719482,0.00002881026,0.001812347,0.007868193,0.000212715,0.0009772599,0.0867562,0.8632119,0.03600334],"study_design_scores_gemma":[0.00001736839,0.00001969691,0.004642011,0.0003654828,0.00001317132,0.002053549,0.006267007,0.0002978077,0.000650227,0.0236415,0.961975,0.00005721318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009136848,0.002363991,0.002668175,0.8837456,0.02316983,0.0000399818,0.000250877,0.0002859048,0.07833882],"genre_scores_gemma":[0.3706074,0.007403493,0.005974231,0.2542779,0.06320371,0.0002674795,0.0007266187,0.0008164539,0.2967227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02661323,"threshold_uncertainty_score":0.08903015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747875740820326,"score_gpt":0.2520317353568686,"score_spread":0.2245529779486654,"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."}}