{"id":"W4239744490","doi":"10.1353/book.4435","title":"The Way Ahead","year":2008,"lang":"en","type":"book","venue":"University of Ottawa Press eBooks","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001008759,0.0006646499,0.0004111837,0.0008384958,0.003230565,0.008111972,0.0008349263,0.002263791,0.09760464],"category_scores_gemma":[0.001934687,0.0002572899,0.000332059,0.0009570181,0.002764385,0.007220332,0.00232432,0.004333168,0.04694439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005432881,"about_ca_system_score_gemma":0.006275657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757682,"about_ca_topic_score_gemma":0.04987289,"domain_scores_codex":[0.9992936,0.0001367624,0.00002226881,0.0001109673,0.0003037701,0.0001326487],"domain_scores_gemma":[0.999153,0.0001209139,0.00002469398,0.0001021196,0.0003326903,0.0002665907],"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":[0.00000469757,0.00000857146,0.00005349479,0.00003747446,0.00000109807,0.00003103011,0.0005761718,0.00003680951,0.00006867453,0.1348942,0.8271242,0.03716357],"study_design_scores_gemma":[3.540904e-7,0.000001673116,0.00003275669,0.00003619783,3.424318e-7,0.00001425413,0.0001258619,0.000005879755,0.00001463394,0.003644052,0.9961228,0.000001130317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007008526,0.01817257,0.001475522,0.08532295,0.02136349,0.00003944313,0.0002772794,0.0002634476,0.8723845],"genre_scores_gemma":[0.003540005,0.004178709,0.0005156429,0.005958103,0.0008696136,0.00001540706,0.0001071652,0.0001066177,0.9847087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9023954,"threshold_uncertainty_score":0.32652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526064638068812,"score_gpt":0.2366818968300126,"score_spread":0.2114212504493245,"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."}}