{"id":"W1493987143","doi":"10.3917/riges.323.0066","title":"L'évolution du marketing","year":2007,"lang":"fr","type":"article","venue":"Gestion","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01269588,0.0001030763,0.00009580031,0.0001093504,0.0006744133,0.00004895981,0.0002144969,0.0003758118,0.001032794],"category_scores_gemma":[0.002213693,0.0001215862,0.0000609932,0.0006246141,0.000682358,0.0005551087,0.0001159429,0.0004730968,0.001576425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008000242,"about_ca_system_score_gemma":0.0001130357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141246,"about_ca_topic_score_gemma":0.0003487945,"domain_scores_codex":[0.9974923,0.0007060808,0.0002372928,0.0002730692,0.0006432775,0.0006480495],"domain_scores_gemma":[0.998571,0.000880225,0.00009547224,0.000114974,0.0001377057,0.0002006641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001681612,0.0001153702,0.08279546,0.00005952222,0.00001625431,0.00006395132,0.005914402,0.0001536307,0.0007376817,0.08996509,0.02008025,0.7999302],"study_design_scores_gemma":[0.0002130544,0.00003862554,0.5398167,0.000181361,0.00001909762,0.000009763784,0.003733059,0.001969487,0.00005987792,0.00129866,0.4524937,0.0001666516],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368808,0.002120101,0.003005413,0.09991576,0.004917696,0.0003306422,0.000006330501,0.0001137894,0.1527095],"genre_scores_gemma":[0.919102,0.003026187,0.001180233,0.00005173581,0.00284157,0.000003481131,0.000008509857,0.00001276044,0.07377355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7997636,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516818712945864,"score_gpt":0.3544920103604409,"score_spread":0.3028101390658545,"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."}}