{"id":"W4321599030","doi":"10.1111/johs.12399","title":"Box Store Detention","year":2023,"lang":"en","type":"article","venue":"Sociology Lens","topic":"Imbalanced Data Classification Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002765736,0.00005930748,0.00007941998,0.00008517629,0.0000966748,0.00001461694,0.0004960233,0.0001113471,0.00001247185],"category_scores_gemma":[0.00006447382,0.00005777923,0.00003745314,0.0002058668,0.0001289967,0.0002401607,0.0001563351,0.0001161227,0.001223516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003754162,"about_ca_system_score_gemma":0.00002983908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002701008,"about_ca_topic_score_gemma":0.000001178355,"domain_scores_codex":[0.9992934,0.00007847408,0.0001077279,0.000241983,0.00007478813,0.0002035659],"domain_scores_gemma":[0.9993692,0.0000676151,0.00005228289,0.00044812,0.00004182082,0.00002093444],"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":[0.000001550628,0.00002284697,0.005961542,0.000008769549,0.00001832139,0.00001394827,0.001463635,0.000003572333,0.02472882,0.8093507,0.1401906,0.01823569],"study_design_scores_gemma":[0.0005609934,0.0002340457,0.3521575,0.00001965894,0.00001221515,0.00002528115,0.0002702219,0.008177276,0.02258625,0.3899659,0.2253353,0.0006554307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0691607,0.00007305318,0.9023675,0.01707672,0.0009941189,0.0002208455,0.00001968971,0.004719532,0.005367785],"genre_scores_gemma":[0.9761678,0.00007823977,0.02161399,0.0008509581,0.00007451023,0.00003871136,0.00007696031,0.000007919703,0.001090933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9070071,"threshold_uncertainty_score":0.9995542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393673555026284,"score_gpt":0.299427206490894,"score_spread":0.2554904709406312,"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."}}