{"id":"W4251370847","doi":"10.3917/riges.344.0070","title":"Introduction","year":2009,"lang":"en","type":"article","venue":"Gestion","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009385644,0.0008305665,0.0003567203,0.001234461,0.001395135,0.003880458,0.001509047,0.001870004,0.5395054],"category_scores_gemma":[0.00285648,0.0002029175,0.0005539678,0.0008389334,0.0008015522,0.00207858,0.002248442,0.001728201,0.3995964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009803636,"about_ca_system_score_gemma":0.001885385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025641,"about_ca_topic_score_gemma":0.002299551,"domain_scores_codex":[0.9992058,0.0001037318,0.00002748387,0.0001980744,0.0003494615,0.0001154657],"domain_scores_gemma":[0.9988433,0.0001384577,0.00005005934,0.0001804078,0.00053903,0.0002488064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000138961,0.00008482308,0.00075402,0.0003306938,0.000007628328,0.0001728443,0.0003450347,0.0001336146,0.001778626,0.05959367,0.6273245,0.3093356],"study_design_scores_gemma":[0.000004151452,0.00001336065,0.0003010319,0.00007759636,0.000002636511,0.00009124567,0.00008601832,0.00003604208,0.00037821,0.002910905,0.996094,0.000004836355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002089149,0.002317634,0.01028618,0.009616544,0.009840337,0.0001881601,0.002956144,0.001842994,0.9608629],"genre_scores_gemma":[0.01110976,0.001825189,0.003720104,0.003257368,0.001835073,0.0001446728,0.002598146,0.0004506151,0.9750592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4604946,"threshold_uncertainty_score":0.6568397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009088568709630925,"score_gpt":0.2344910552183293,"score_spread":0.2254024865086984,"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."}}