{"id":"W1037590041","doi":"","title":"Gestions des compétences, nouvelles relations, nouvelles dimensions","year":2009,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007249691,0.0004563486,0.000508378,0.0003178308,0.004778888,0.0004268701,0.001384252,0.001028838,0.001258635],"category_scores_gemma":[0.003321055,0.0005260113,0.0003366992,0.001281623,0.002583549,0.000476762,0.0007607013,0.001650021,0.0008940403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545537,"about_ca_system_score_gemma":0.001337296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312024,"about_ca_topic_score_gemma":0.008810141,"domain_scores_codex":[0.9903074,0.006653078,0.0009712006,0.0007468471,0.0006220597,0.0006994131],"domain_scores_gemma":[0.9917194,0.00217861,0.0009109756,0.001446826,0.003444464,0.0002997058],"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":[0.00000372557,0.0004476793,0.002968531,0.0000429167,0.00007149589,0.000004345358,0.05504855,0.0008766235,0.000104253,0.8931609,0.002707268,0.04456377],"study_design_scores_gemma":[0.00130507,0.000003292405,0.04242271,0.01046484,0.0004083206,0.00007117603,0.03166436,0.02902267,0.007474987,0.1873226,0.6873987,0.002441284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2625713,0.01216277,0.2580825,0.1001841,0.0009779354,0.000975218,0.00009008575,0.001140264,0.3638158],"genre_scores_gemma":[0.6708917,0.006212536,0.2512049,0.0002629768,0.00005689746,0.00005930988,0.0007847105,0.00003551319,0.07049145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7058383,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611618054015021,"score_gpt":0.2453582932108698,"score_spread":0.2292421126707196,"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."}}