{"id":"W64818655","doi":"10.1080/10361140701687002","title":"Book Reviews","year":2007,"lang":"en","type":"article","venue":"Australian Journal of Political Science","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Agrarian society; Socialism; Political science; Representation (politics); Politics; Media studies; Economic history; Public administration; Sociology; Art history; History; Law; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006626903,0.00005917406,0.0001362465,0.0001222343,0.0004076791,0.00009551326,0.0005618295,0.00003629118,0.001101565],"category_scores_gemma":[0.001189304,0.0000423618,0.0000802029,0.0005910681,0.001397265,0.0006496155,0.00002529177,0.0001681871,0.00001959377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437857,"about_ca_system_score_gemma":0.0004398983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007667513,"about_ca_topic_score_gemma":0.000195554,"domain_scores_codex":[0.9977494,0.00006385637,0.0004123338,0.00009611098,0.0007150671,0.0009631761],"domain_scores_gemma":[0.9982957,0.00007954825,0.0001502054,0.0001007876,0.000259582,0.001114125],"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":[0.000001891587,0.00002868522,0.0009456684,8.454755e-7,0.000001587581,0.0000180637,0.0003895545,8.912163e-8,0.0007203135,0.9797305,0.01600221,0.002160627],"study_design_scores_gemma":[0.00008654148,0.00006164834,0.127076,0.00002936326,0.000008322771,0.000009117925,0.0008901862,8.491349e-8,0.001323766,0.003362266,0.8670892,0.0000636222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6313099,0.002849989,0.003037942,0.1178998,0.005420502,0.0006625267,0.0000102175,0.00005626134,0.2387529],"genre_scores_gemma":[0.9835146,0.0001088448,0.0009191949,0.00569867,0.0006080935,1.984515e-7,4.845817e-8,0.000002586129,0.00914776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9763682,"threshold_uncertainty_score":0.9998116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05448888693161984,"score_gpt":0.4046642930282601,"score_spread":0.3501754060966402,"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."}}