{"id":"W3123168173","doi":"10.2139/ssrn.2665266","title":"Macro-Micro Models","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Macro; Computer science; Programming language","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":[0.000894793,0.0006770462,0.0008875174,0.0008854531,0.001027109,0.002961583,0.001586368,0.001960444,0.0450787],"category_scores_gemma":[0.004058432,0.0003778237,0.0009233077,0.001399128,0.001114406,0.002602808,0.001264337,0.001941072,0.005466389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297572,"about_ca_system_score_gemma":0.00143475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399842,"about_ca_topic_score_gemma":0.01813406,"domain_scores_codex":[0.9994117,0.0002394413,0.00001775078,0.0001244692,0.00009052589,0.0001160781],"domain_scores_gemma":[0.9985002,0.000651592,0.0001771788,0.0002563985,0.0001966588,0.0002178825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001760866,0.00004576843,0.001381196,0.00003408872,0.00003656031,0.00006981623,0.0001057613,0.03262658,0.00006067665,0.9432741,0.01571301,0.006634881],"study_design_scores_gemma":[0.00003681832,0.00002984509,0.001434835,0.00004166412,0.00003756247,0.000100829,0.0002228853,0.165797,0.00007475528,0.8031277,0.02907043,0.00002558679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07189668,0.003664029,0.3491626,0.03244226,0.001176541,0.0002408786,0.007707874,0.001055964,0.5326532],"genre_scores_gemma":[0.7653993,0.002837866,0.02092374,0.001683899,0.0006245752,0.0003330019,0.00135652,0.0001785606,0.2066625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0450787,"threshold_uncertainty_score":0.1508033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262767887888337,"score_gpt":0.3183677984834225,"score_spread":0.2757401196045391,"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."}}