{"id":"W4238195151","doi":"10.1080/08865655.2010.9695755","title":"Book reviews","year":2010,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Political science; Economic history; Humanities; Sociology; Art history; Art; History; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007330746,0.0008167898,0.001042196,0.003061521,0.001119431,0.005538383,0.002049539,0.002362871,0.4211751],"category_scores_gemma":[0.004014779,0.0004172899,0.0006935774,0.004510441,0.0007839339,0.003699974,0.001909253,0.002280564,0.363255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221123,"about_ca_system_score_gemma":0.003616135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573751,"about_ca_topic_score_gemma":0.008207954,"domain_scores_codex":[0.9989146,0.0001062631,0.00006300183,0.0001761786,0.000648717,0.00009122235],"domain_scores_gemma":[0.9981262,0.0004135453,0.0001095328,0.0001742728,0.0009014966,0.0002749931],"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":[0.000009483562,0.00001306541,0.00002736403,0.0003340137,0.000003044165,0.00003411451,0.00004409797,0.00003302527,0.00008711371,0.004234479,0.9171511,0.0780292],"study_design_scores_gemma":[0.000001543775,0.000002429497,0.00004095691,0.00014606,0.000001158422,0.0000451661,0.00001814422,0.000003899237,0.00001219626,0.0005338624,0.999193,0.000001564021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003528564,0.2361396,0.001309729,0.02156802,0.03268934,0.0001347777,0.003500476,0.0006793384,0.7036259],"genre_scores_gemma":[0.001985398,0.1011711,0.001085491,0.008483551,0.007966454,0.0000931977,0.002898243,0.00036417,0.8759525],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4211751,"threshold_uncertainty_score":0.8256235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327906987015662,"score_gpt":0.4151282294538524,"score_spread":0.3718491595836958,"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."}}