{"id":"W2136167721","doi":"","title":"Vulnérabilité du secteur des entreprises et activité agrégée","year":2005,"lang":"fr","type":"article","venue":"Cairn.info","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007946141,0.0003293483,0.00051428,0.0003156174,0.0002157682,0.0002278428,0.000320975,0.0002882796,0.01284461],"category_scores_gemma":[0.0006964701,0.0004377304,0.0002481226,0.0006348233,0.0003161566,0.001089014,0.0001364573,0.0003763566,0.005978681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059989,"about_ca_system_score_gemma":0.00006862816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086258,"about_ca_topic_score_gemma":0.001627966,"domain_scores_codex":[0.9977548,0.00004971434,0.0009106502,0.0006186765,0.00007808787,0.0005880362],"domain_scores_gemma":[0.9984684,0.0002198035,0.0004340555,0.0005798401,0.0001383729,0.00015953],"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":[0.00003300056,0.0004853908,0.3006912,0.0001628041,0.0001259557,0.00001383479,0.006677289,0.0004621504,0.00005820255,0.5939559,0.03850031,0.05883402],"study_design_scores_gemma":[0.0008104771,0.0000888594,0.1515878,0.00005332601,0.00001282105,0.00003141581,0.000162017,0.001441563,0.0009898207,0.01162586,0.8327053,0.0004907888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863319,0.00453694,0.001905328,0.02714015,0.001678193,0.0002793405,0.0002570261,0.0001104714,0.1777606],"genre_scores_gemma":[0.88335,0.001717094,0.002694662,0.003191009,0.0008761003,0.00003126367,0.00004406302,0.00005372454,0.108042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794205,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747275401448036,"score_gpt":0.2230799224585713,"score_spread":0.195607168444091,"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."}}