{"id":"W4251381984","doi":"10.1177/0261927x02021003007","title":"Book Reviews","year":2002,"lang":"en","type":"article","venue":"Journal of Language and Social Psychology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Psychology; Linguistics; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0004841381,0.00009911587,0.0003834062,0.0001177281,0.00007867256,0.00001730526,0.0001353588,0.0001133754,0.005597908],"category_scores_gemma":[0.00006594547,0.00007836805,0.0001506313,0.0001024357,0.0001030415,0.0001462474,0.00001375282,0.000308371,0.0009857683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001866382,"about_ca_system_score_gemma":0.000002589175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001669236,"about_ca_topic_score_gemma":0.000002193059,"domain_scores_codex":[0.9989117,0.0002421961,0.0004306728,0.00009688878,0.0001284181,0.0001900773],"domain_scores_gemma":[0.9993215,0.00002887948,0.0004402339,0.00009100132,0.0000488588,0.00006948825],"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":[0.00002338154,0.0001022124,0.0001520833,0.000009408339,0.00003545127,0.0002664163,0.01570604,1.596866e-8,0.004576136,0.000046653,0.9438121,0.03527011],"study_design_scores_gemma":[0.001081289,0.0001786718,0.00175726,0.00001610305,0.00005013599,0.0007120525,0.0006378663,0.000002611246,0.00001741744,0.00008149055,0.9953617,0.000103408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3187869,0.6117398,0.00007709659,0.010306,0.0009191748,0.0002042587,0.00001393648,0.00003578459,0.05791716],"genre_scores_gemma":[0.8479692,0.04102085,0.00109424,0.07977646,0.007752867,0.00000671854,0.000003400419,0.0001521722,0.02222404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5707189,"threshold_uncertainty_score":0.9997921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05403680953324699,"score_gpt":0.3927282096430703,"score_spread":0.3386914001098233,"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."}}