{"id":"W2053450196","doi":"10.1353/cpp.2010.0017","title":"Statistical Models and Causal Inference: A Dialogue with the Social Sciences (review)","year":2010,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistician; Freedman; Causal inference; Frequentist inference; Skepticism; Statistical inference; Inference; Epistemology; Sociology; Social science; Statistics; Bayesian inference; Bayesian probability; Mathematics; Philosophy; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01320666,0.001579266,0.003834206,0.006571791,0.0008969406,0.006701875,0.002508676,0.005892273,0.005584269],"category_scores_gemma":[0.04083216,0.001141794,0.00240243,0.01275235,0.004395776,0.01121289,0.002060334,0.01437546,0.002523112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004687577,"about_ca_system_score_gemma":0.01218517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006218469,"about_ca_topic_score_gemma":0.008468331,"domain_scores_codex":[0.9909939,0.005088432,0.0009320243,0.0006275045,0.002123703,0.0002344878],"domain_scores_gemma":[0.9428717,0.04747472,0.002422598,0.0006225145,0.005655818,0.0009525599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005502627,0.00003356139,0.0002749121,0.02644292,0.0003590311,0.0001164097,0.0005626233,0.0004566859,0.0001022004,0.01825869,0.7063318,0.2470062],"study_design_scores_gemma":[0.000036005,0.00003906692,0.001216786,0.03636647,0.0001774738,0.0005879999,0.000455927,0.0001816577,0.00004619484,0.02014212,0.9406761,0.00007417008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001731123,0.9797845,0.00014551,0.01715608,0.002617554,0.000004095541,0.00001706134,0.000004364981,0.0002536239],"genre_scores_gemma":[0.0004385077,0.9863228,0.0002582437,0.007193279,0.00542411,0.00001635667,0.0000378804,0.00000825108,0.0003005704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01320666,"threshold_uncertainty_score":0.06984431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054620556339747,"score_gpt":0.3858871273506687,"score_spread":0.2804250717166941,"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."}}