{"id":"W7133399626","doi":"","title":"Financial Communication by Belgian Banks and Insurance Companies during a Periode of Transition","year":2006,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Transition (genetics); Financial services; Life insurance; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208956,0.0002377563,0.0003749715,0.002477761,0.002057001,0.005445991,0.0005163929,0.002377917,0.03674765],"category_scores_gemma":[0.01806146,0.0002069962,0.0002222648,0.002440155,0.001176678,0.001544398,0.001387083,0.001436329,0.005496323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004547419,"about_ca_system_score_gemma":0.005219732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03219112,"about_ca_topic_score_gemma":0.02894366,"domain_scores_codex":[0.996334,0.0007064448,0.0001759581,0.0002878616,0.001734884,0.0007609043],"domain_scores_gemma":[0.9797108,0.00368217,0.00348747,0.0006133787,0.009713553,0.002792577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007993177,0.000133316,0.05536427,0.0003794614,0.00007317056,0.005753925,0.008867462,0.000393323,0.002633426,0.007565858,0.8410684,0.07696798],"study_design_scores_gemma":[0.00003651196,0.00006890709,0.1482813,0.000231145,0.00001656578,0.001422783,0.007397611,0.0004269364,0.0009640711,0.0004130292,0.8406978,0.00004338305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5832165,0.02997642,0.0005929713,0.1732501,0.01411624,0.0002210575,0.01113095,0.0003615586,0.1871342],"genre_scores_gemma":[0.7570272,0.007191908,0.0006362948,0.004534132,0.002614649,0.00005469948,0.002046744,0.0001875847,0.2257067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03674765,"threshold_uncertainty_score":0.1229332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931008091201617,"score_gpt":0.1870007036112015,"score_spread":0.1776906226991853,"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."}}