{"id":"W4414594662","doi":"10.1080/07350015.2025.2565281","title":"Binary Outcomes and Linear Interactions","year":2025,"lang":"en","type":"article","venue":"Journal of Business and Economic Statistics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Agence Nationale de la Recherche; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of North Carolina","keywords":"Binary number; Key (lock); Microfoundations; Simple (philosophy); Linear model; Binary data; Least-squares function approximation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01899539,0.001612887,0.00284701,0.003017664,0.001628431,0.00622241,0.002816549,0.003816464,0.05273873],"category_scores_gemma":[0.08543712,0.001131526,0.003757985,0.002857834,0.005007356,0.006209244,0.004805222,0.008039935,0.003760964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074866,"about_ca_system_score_gemma":0.002083085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005022887,"about_ca_topic_score_gemma":0.003400867,"domain_scores_codex":[0.976906,0.01368857,0.0009112209,0.003453613,0.001826094,0.003214423],"domain_scores_gemma":[0.7631231,0.2035958,0.01594777,0.009595067,0.002216311,0.005521925],"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":[0.009801871,0.003094167,0.4446102,0.000850982,0.004086504,0.00239299,0.004723532,0.008644779,0.001286256,0.4465739,0.01210032,0.06183454],"study_design_scores_gemma":[0.001107552,0.002297285,0.1999728,0.0003991324,0.00293474,0.001686823,0.003834782,0.07032356,0.0010518,0.7079895,0.008035228,0.0003669305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8577528,0.002526477,0.07397734,0.01674044,0.0009535476,0.0002580112,0.006687489,0.0005520742,0.04055188],"genre_scores_gemma":[0.975466,0.0004389058,0.004202997,0.0004283475,0.0004693515,0.000268921,0.0009530914,0.00008229614,0.01769019],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05273873,"threshold_uncertainty_score":0.1764286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689077356720647,"score_gpt":0.340866661004218,"score_spread":0.3139758874370115,"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."}}