{"id":"W4230344342","doi":"10.1111/j.1467-9310.2004.00343.x","title":"Book Reviews","year":2004,"lang":"en","type":"article","venue":"R and D Management","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Business; Engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001834821,0.00007980696,0.00008298945,0.0001087802,0.00008565536,0.0001051119,0.00007001792,0.00001491281,0.0001912401],"category_scores_gemma":[0.000004491882,0.00006822481,0.00001947885,0.0002503863,0.000009851479,0.0005438635,0.00009290303,0.00002929193,0.0007278098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009138906,"about_ca_system_score_gemma":0.000001179634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000592156,"about_ca_topic_score_gemma":0.000008586431,"domain_scores_codex":[0.9995134,0.000001389067,0.0001328266,0.0001602045,0.00007848137,0.0001136459],"domain_scores_gemma":[0.9997663,0.000001308387,0.00005600202,0.0001502581,0.00002208457,0.000004009379],"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":[0.00001080226,0.00005042438,0.0002486912,0.0009116846,0.00001914362,0.000009265049,0.00003172046,0.00001807689,0.00005187726,0.7607308,0.1805715,0.05734602],"study_design_scores_gemma":[0.0002940597,0.000003042118,0.003161068,0.00004464617,0.00002562705,5.051457e-7,0.00003099734,0.000009325941,0.00001809882,0.01693699,0.9793832,0.00009246212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01855165,0.04237986,0.004261607,0.0964909,0.00140502,0.002298649,7.249829e-7,0.0004984587,0.8341131],"genre_scores_gemma":[0.07825867,0.0173857,0.002889033,0.8839393,0.004113263,0.0002158145,0.00009807022,0.00005832913,0.01304185],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8210713,"threshold_uncertainty_score":0.9354765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003071609146168,"score_gpt":0.2301279855812007,"score_spread":0.210097269489739,"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."}}