{"id":"W4251442905","doi":"10.1177/1461444804041447","title":"Book Reviews","year":2004,"lang":"en","type":"article","venue":"New Media & Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Sociology","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":[0.0004818959,0.0001997106,0.0003141126,0.00001119431,0.00008476587,0.00002675852,0.0002712056,0.0001334457,0.001459155],"category_scores_gemma":[0.0002292298,0.0001725096,0.0004729106,0.0003259862,0.000109057,0.0002244283,0.00005906988,0.0003048563,0.02795794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003824466,"about_ca_system_score_gemma":0.0003361793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007578133,"about_ca_topic_score_gemma":0.00007151381,"domain_scores_codex":[0.9985327,0.00004245302,0.0002962279,0.000308721,0.0004015038,0.0004184338],"domain_scores_gemma":[0.9989786,0.00005623576,0.0001218743,0.0004649542,0.00003772855,0.00034065],"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":[0.000002243029,0.00003163113,0.0000403479,0.00001648443,0.00001649803,0.000001869324,0.01089088,0.000004717057,0.004988179,0.0001343018,0.9817519,0.00212102],"study_design_scores_gemma":[0.001159742,0.00001444149,0.0006090851,0.00007036087,0.00003919032,0.000005061815,0.0002135598,0.000003484479,0.001386218,0.0007525733,0.9955559,0.0001903359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.03889943,0.900039,0.001649431,0.02326185,0.00382802,0.003415104,0.0001178377,0.002848842,0.02594052],"genre_scores_gemma":[0.03176122,0.26131,0.2679735,0.3393154,0.02594656,0.0005716837,0.0007220021,0.001797893,0.07060175],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.638729,"threshold_uncertainty_score":0.9994537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038882349909986,"score_gpt":0.2900158065819504,"score_spread":0.2511334566719644,"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."}}