{"id":"W4252346237","doi":"10.3138/jsp.33.1.23","title":"Reviewing Reviewing","year":2001,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Process (computing); Sociology; Epistemology; Political science; Law; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07989634,0.001721484,0.004981877,0.01996261,0.00414446,0.01125056,0.004084166,0.008768115,0.02839451],"category_scores_gemma":[0.3841929,0.001504593,0.003440274,0.01246854,0.004260073,0.004539026,0.002862451,0.01014527,0.03477699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533175,"about_ca_system_score_gemma":0.04084435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004065208,"about_ca_topic_score_gemma":0.00874918,"domain_scores_codex":[0.9049133,0.02480905,0.02296602,0.00660863,0.03853016,0.002172743],"domain_scores_gemma":[0.2172568,0.06093847,0.02123916,0.02958007,0.6574167,0.01356871],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003013335,0.000016325,0.0002784041,0.002683549,0.00005051312,0.0002442742,0.0003710038,0.00005176598,0.0003341329,0.001118138,0.961475,0.03334672],"study_design_scores_gemma":[0.00001491896,0.00001595042,0.00034021,0.003931093,0.00005654453,0.0001289089,0.0003466313,0.00007866468,0.0003159755,0.001209525,0.9935277,0.00003388592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002004746,0.06387354,0.02625624,0.1299551,0.6992034,0.00898439,0.005281116,0.001966108,0.06247529],"genre_scores_gemma":[0.02494449,0.1891754,0.07870782,0.08213031,0.3477802,0.01574314,0.01855807,0.004666904,0.2382936],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9201037,"threshold_uncertainty_score":0.4225373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09829742237100396,"score_gpt":0.2654683248883593,"score_spread":0.1671709025173553,"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."}}