{"id":"W4390865548","doi":"","title":"“Review of Puzey, Guy &amp; Laura Kostanski (éds), Names and Naming: People, Places, Perceptions and Power,”, 258 pages. Bristol, Buffalo, Toronto, Multilingual Matters","year":2016,"lang":"en","type":"other","venue":"","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perception; Power (physics); Media studies; Sociology; Psychology; Physics; Neuroscience","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009516547,0.0003129271,0.0006156638,0.0002176938,0.0003531576,0.000194006,0.0003918305,0.0003078628,0.04502197],"category_scores_gemma":[0.0005056585,0.0002601213,0.0001303696,0.0001529956,0.0009493419,0.0002867114,0.0001844243,0.0001744599,0.0001168706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913093,"about_ca_system_score_gemma":0.000310516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06947356,"about_ca_topic_score_gemma":0.4791322,"domain_scores_codex":[0.9973671,0.0003365059,0.0004393626,0.0005407129,0.0008456414,0.000470621],"domain_scores_gemma":[0.9985603,0.0002547678,0.0002897563,0.0003463316,0.0002413789,0.0003074643],"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":[0.000006434146,0.00007997357,0.003438964,0.002670689,0.00005481783,0.000002567529,0.003141006,5.258554e-9,0.00002193357,0.001588541,0.9795218,0.009473345],"study_design_scores_gemma":[0.0004344119,0.00002837926,0.002658555,0.00282056,0.00008581999,0.000004662886,0.01010428,5.641259e-7,0.000001072252,0.00009988066,0.9833664,0.0003953822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006721052,0.2062352,0.0001595948,0.004635794,0.0004303892,0.001097351,0.0002899294,0.0001697559,0.7863098],"genre_scores_gemma":[0.002099078,0.3828374,0.0004183551,0.0005642686,0.0001638644,0.00002799799,0.00004773799,0.0001048219,0.6137365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4096586,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454532735200686,"score_gpt":0.3649473158170391,"score_spread":0.3404019884650322,"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."}}