{"id":"W4253552173","doi":"10.1002/ajpa.20494","title":"Book reviews","year":2006,"lang":"en","type":"article","venue":"American Journal of Physical Anthropology","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Citation; Library science; Computer science","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":[0.0001398574,0.0001342189,0.0005340847,0.000102628,0.00007762927,0.000008626176,0.0001774842,0.00003337667,0.008533933],"category_scores_gemma":[0.00001932804,0.0001003093,0.0002362159,0.0002515803,0.001325092,0.00009202099,0.0000147176,0.0002005673,0.0004363181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000331537,"about_ca_system_score_gemma":0.0000288726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009367384,"about_ca_topic_score_gemma":0.00003317399,"domain_scores_codex":[0.9987579,0.0002766915,0.0004403881,0.0001558682,0.0001190289,0.0002501055],"domain_scores_gemma":[0.9990131,0.0000905393,0.0005360228,0.0001889665,0.0000941783,0.00007717186],"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":[0.0002985892,0.00245939,0.006104517,0.00001689663,0.0001772796,0.0001974568,0.01054485,0.00002763127,0.01485056,0.06496135,0.6860998,0.2142616],"study_design_scores_gemma":[0.0007183267,0.002656278,0.02662053,0.00001663206,0.0001057097,0.0005072913,0.003184111,0.00001100779,0.0003182352,0.001864082,0.9637455,0.0002522562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113753,0.02293286,0.02528968,0.006240821,0.002675329,0.0003106492,0.00001568959,0.00007514786,0.03108452],"genre_scores_gemma":[0.9919192,0.0004159637,0.0001523161,0.001606401,0.002899495,0.000003927407,0.000007361003,0.00002003628,0.002975258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2776457,"threshold_uncertainty_score":0.9923724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008731927601640668,"score_gpt":0.3369499914804118,"score_spread":0.3282180638787712,"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."}}