{"id":"W4249416417","doi":"10.3917/riges.274.0009","title":"Tirer le plein potentiel d'un groupe d'achats","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003181111,0.0002458034,0.0001837852,0.0002330476,0.0003993576,0.000413337,0.0001532156,0.0003178661,0.003719277],"category_scores_gemma":[0.0001017181,0.0002795577,0.00007441765,0.001007568,0.00009292538,0.003170658,0.00007389883,0.0002875985,0.003706041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004358322,"about_ca_system_score_gemma":0.00001213152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007381646,"about_ca_topic_score_gemma":0.00002431674,"domain_scores_codex":[0.9986252,0.00002527015,0.0003605981,0.0003451769,0.000244664,0.0003991325],"domain_scores_gemma":[0.9991395,0.00001632425,0.0002407833,0.0002355497,0.0003525802,0.00001525735],"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":[0.0000319396,0.0006059918,0.00504465,0.0006160974,0.00005258883,0.00003947797,0.00008127947,0.0004971338,0.001380796,0.5131161,0.064904,0.41363],"study_design_scores_gemma":[0.001372252,0.000032016,0.1880258,0.0005091984,0.0001625293,0.00002225029,0.0001196952,0.05962544,0.0002994798,0.009748721,0.7393565,0.0007261127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4754416,0.02154083,0.01105657,0.3869376,0.01282154,0.0007976017,0.00001206098,0.0006071452,0.09078502],"genre_scores_gemma":[0.9697254,0.0002841231,0.0003355716,0.001247234,0.00187877,0.00001601217,0.000134423,0.00003969411,0.02633873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6744525,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265806304697201,"score_gpt":0.1978210812007747,"score_spread":0.1712404507310545,"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."}}