{"id":"W2134221105","doi":"10.3917/docsi.481.0024","title":"Fondements et enjeux","year":2011,"lang":"fr","type":"article","venue":"Documentaliste-Sciences de l Information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001502245,0.0002509111,0.0001622749,0.0004210714,0.0005634534,0.001441972,0.0004339055,0.0001602899,0.004126498],"category_scores_gemma":[0.0001024578,0.0002565038,0.00007307316,0.001372376,0.0003841858,0.03991457,0.0001891838,0.0001793968,0.002012684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481611,"about_ca_system_score_gemma":0.0001415372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004357261,"about_ca_topic_score_gemma":0.00009000979,"domain_scores_codex":[0.9981133,0.00003132223,0.0006638179,0.0001984252,0.0004701549,0.0005229712],"domain_scores_gemma":[0.9988283,0.00001593079,0.0006163524,0.0001809588,0.0003341109,0.00002434532],"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":[0.00003190068,0.0001176781,0.01581106,0.000561183,0.0000224712,0.000002582719,0.001514309,0.000154685,0.00005610946,0.9540945,0.01433512,0.01329841],"study_design_scores_gemma":[0.001624201,0.0001508378,0.06316809,0.0006957962,0.000129073,0.00003704933,0.007048175,0.01888445,0.0009107934,0.07525216,0.8310409,0.001058447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0849027,0.001154656,0.01217895,0.00929046,0.005072484,0.0007273346,0.00002502941,0.0002180116,0.8864304],"genre_scores_gemma":[0.9775987,0.00014598,0.003581994,0.01709779,0.0002625197,0.00003741566,0.0002725277,0.0000124768,0.0009905639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.892696,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09274516603900476,"score_gpt":0.3094700031882784,"score_spread":0.2167248371492737,"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."}}