{"id":"W2318578413","doi":"10.1177/14687941110110020606","title":"Book review: MICHAEL PICKERING (ed.), Research Methods for Cultural Studies. Edinburgh: Edinburgh University Press, 2008. 240 pp (including index). ISBN 9780748625772 (hbk) US$110.00; ISBN 9780748625789 (pbk) US$36.00","year":2011,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Media studies; Sociology; Index (typography); 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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04562535,0.0006535484,0.0012961,0.0005383597,0.005907625,0.000329804,0.002131888,0.0005879074,0.004651844],"category_scores_gemma":[0.0132087,0.0005655091,0.0004516472,0.002959316,0.0044214,0.00178193,0.001914817,0.002585149,0.00006569169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003032244,"about_ca_system_score_gemma":0.001494786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01692013,"about_ca_topic_score_gemma":0.0005656205,"domain_scores_codex":[0.9801619,0.01023824,0.001208401,0.001647756,0.003478216,0.003265464],"domain_scores_gemma":[0.9827598,0.007441309,0.000428368,0.0007799747,0.007602944,0.0009875797],"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":[0.0003391832,0.0001546729,0.000185102,0.0003592163,0.0003646937,0.00003053176,0.1097928,0.000001386936,0.0001908973,0.002179865,0.8828212,0.003580444],"study_design_scores_gemma":[0.0007100222,0.0003265002,0.000112456,0.001278631,0.00004025657,0.000002798492,0.1998224,0.00005003744,0.0007817661,0.001090445,0.7951713,0.0006134052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004941093,0.8537318,0.001476372,0.04589538,0.002078241,0.01115832,0.0002470787,0.0004576424,0.08001415],"genre_scores_gemma":[0.00165977,0.3957235,0.009749217,0.001118706,0.00166049,0.0006573028,0.00007356019,0.0001033474,0.5892541],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.50924,"threshold_uncertainty_score":0.9997159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.561025670769544,"score_gpt":0.5839376888406713,"score_spread":0.0229120180711273,"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."}}