{"id":"W4241607401","doi":"10.1300/j118v21n03_09","title":"BOOK REVIEWS","year":2002,"lang":"en","type":"article","venue":"Public Library Quarterly","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Engineering; Political science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002143172,0.0002955597,0.000379949,0.0003004023,0.0001211326,0.000622828,0.0007170131,0.0000978868,0.09270413],"category_scores_gemma":[0.00003175043,0.0002580957,0.0002058862,0.0008507826,0.00009300352,0.01116892,0.00003759475,0.0002453502,0.1566435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002464132,"about_ca_system_score_gemma":0.00002571764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001910157,"about_ca_topic_score_gemma":5.40765e-7,"domain_scores_codex":[0.997618,0.000334306,0.0005594769,0.0004790369,0.0003075546,0.0007016407],"domain_scores_gemma":[0.9983515,0.00005619844,0.0001924291,0.0009567792,0.00001857434,0.0004245607],"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":[0.00000282325,0.0001405088,0.0005386451,0.00002150417,0.00001529323,0.00001368611,0.0007116488,1.317207e-8,0.00009015729,0.004011843,0.9307637,0.06369022],"study_design_scores_gemma":[0.0003758299,0.0002301676,0.0005148306,0.00002100024,0.00000914427,0.00002793126,0.00004015161,0.0003376478,0.00003573214,0.0006079492,0.9974759,0.0003237407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004272807,0.1895787,0.0000901675,0.04309566,0.0007282704,0.001419158,0.0001208794,0.004038755,0.7566556],"genre_scores_gemma":[0.1359392,0.003321249,0.004551514,0.09028502,0.003492128,0.0009503877,0.0004958517,0.001102729,0.7598619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1862575,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762179036533247,"score_gpt":0.2179177874664603,"score_spread":0.1802959971011278,"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."}}