{"id":"W4399974167","doi":"10.2139/ssrn.4874242","title":"Dynamic Identification in VARs","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Control Systems and Identification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; University of British Columbia","funders":"","keywords":"Identification (biology); Biology","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":[0.0004603524,0.0003871075,0.0005017943,0.000464048,0.0003540078,0.001041752,0.0003716408,0.0005274638,0.002848418],"category_scores_gemma":[0.002437499,0.0003472839,0.0003308324,0.000443965,0.0004914461,0.00086442,0.0006295699,0.001003457,0.0006906106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187672,"about_ca_system_score_gemma":0.0003439896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403487,"about_ca_topic_score_gemma":0.001699705,"domain_scores_codex":[0.9996772,0.0001111462,0.00001384162,0.00008689552,0.00007973982,0.0000312282],"domain_scores_gemma":[0.99941,0.0003392621,0.00005693075,0.00005206295,0.0001267245,0.00001497154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000799481,0.00003314491,0.0009632551,0.0001131546,0.00005353954,0.0001539326,0.0001249479,0.73691,0.005244887,0.1761747,0.00167661,0.07847199],"study_design_scores_gemma":[0.000004333365,0.00001406946,0.0003024308,0.00001162151,0.000004986088,0.00003601742,0.00002073493,0.9671619,0.0007167544,0.03009088,0.001626622,0.000009724014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01975402,0.0004889438,0.9698098,0.0003145007,0.0001306097,0.0000106473,0.0000374131,0.0001953852,0.009258662],"genre_scores_gemma":[0.9385667,0.0006372885,0.03783623,0.0001219415,0.0001217508,0.00003154682,0.0001289394,0.00008142067,0.02247432],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002848418,"threshold_uncertainty_score":0.009528875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002459796317879458,"score_gpt":0.2048196273195278,"score_spread":0.2023598310016483,"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."}}