{"id":"W4214547169","doi":"10.1177/1525822x04264108","title":"Reviews","year":2004,"lang":"en","type":"article","venue":"Field Methods","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001385741,0.00005565679,0.0001339079,0.00002705037,0.00002214648,0.000007585676,0.00009262538,0.00004869406,0.0007284043],"category_scores_gemma":[0.001313351,0.00004534734,0.00006570332,0.0001384517,0.000007596425,0.00003969293,0.00002468027,0.0001123749,0.00354484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002113321,"about_ca_system_score_gemma":0.0000154525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000296801,"about_ca_topic_score_gemma":0.000004727988,"domain_scores_codex":[0.9993511,0.0002554529,0.0001232123,0.0001064207,0.0000461845,0.0001175624],"domain_scores_gemma":[0.9994987,0.0001417347,0.00003456729,0.0002707601,0.00001192201,0.00004228534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001502326,0.00004878961,0.0001355844,0.00004061681,0.00001179595,0.000008833053,0.0005548921,0.0000111117,0.1090401,0.01532724,0.05756418,0.8172418],"study_design_scores_gemma":[0.0001408117,0.00002909328,0.0001686664,0.00002411156,0.000009230783,0.000004943707,0.000006179426,0.000001954318,0.1411994,0.01175461,0.8465993,0.000061724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001411255,0.004216303,0.8273258,0.001286286,0.0004847783,0.0002530678,0.000001303117,0.0001616087,0.1648595],"genre_scores_gemma":[0.001027683,0.0000922776,0.9958328,0.001651691,0.0001152685,0.00001670123,7.807459e-7,0.00001468343,0.001248087],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8171801,"threshold_uncertainty_score":0.997231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931168137518929,"score_gpt":0.5559587845489778,"score_spread":0.3628419707970849,"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."}}