{"id":"W1999224767","doi":"10.1177/0020852305059849","title":"Critical Book Review","year":2005,"lang":"en","type":"article","venue":"International Review of Administrative Sciences","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Political 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002702968,0.0001020595,0.0003080966,0.00004102938,0.0002238145,0.00003192198,0.0008319899,0.00004792509,0.01151222],"category_scores_gemma":[0.01680712,0.00008403561,0.0001548086,0.0002790561,0.004161403,0.0005228146,0.00005720448,0.0001269373,0.0001434395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812174,"about_ca_system_score_gemma":0.0006778874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003926044,"about_ca_topic_score_gemma":0.00004233142,"domain_scores_codex":[0.9975263,0.0003614443,0.0005398944,0.0002861447,0.001028184,0.0002579971],"domain_scores_gemma":[0.9973825,0.001544595,0.0001512817,0.000121546,0.000656257,0.0001438831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001696151,0.00006785522,0.00005845318,0.0009605117,0.000009142948,0.000002876307,0.0002943958,6.279161e-8,0.00001183934,0.8455994,0.1418834,0.01111041],"study_design_scores_gemma":[0.00003257163,0.00007809144,0.00009178335,0.009852231,0.00002013537,0.000005537804,0.0003410818,0.000003379429,0.00007108288,0.003522418,0.985886,0.00009567726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004372126,0.3890573,0.0000700832,0.2490701,0.0003035151,0.0002085416,0.00002186426,0.00001845217,0.3612064],"genre_scores_gemma":[0.06782163,0.8509845,0.002855092,0.07571328,0.000524184,0.00004808396,0.000006773569,0.000004921645,0.002041514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8440026,"threshold_uncertainty_score":0.9985487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214439269412273,"score_gpt":0.5428519090268342,"score_spread":0.4214079820856069,"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."}}