{"id":"W2301429479","doi":"10.1287/serv.2016.0130","title":"Introduction—In Search of a New Alignment in Service Research: A Unique Dual-Journal Special Section","year":2016,"lang":"en","type":"article","venue":"Service Science","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Section (typography); Dual (grammatical number); Service (business); Computer science; Special section; Information retrieval; Operations research; Business; Mathematics; Marketing; Engineering; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.006743855,0.0001196052,0.0001524227,0.001769408,0.0002198755,0.000220893,0.0005791502,0.00006127482,0.0005869771],"category_scores_gemma":[0.0002409745,0.00009374948,0.00001923778,0.01244342,0.00009889071,0.003261846,0.0003076823,0.0003076677,0.0002388396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282561,"about_ca_system_score_gemma":0.0004788707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007765331,"about_ca_topic_score_gemma":0.01079556,"domain_scores_codex":[0.9973948,0.00005251646,0.0004479336,0.0004613466,0.001104102,0.0005392749],"domain_scores_gemma":[0.9977094,0.00004620946,0.0001620064,0.0003600069,0.001693442,0.00002894569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007270136,0.0006158144,0.03708145,0.0008229219,0.00001716156,0.00003897031,0.00784279,0.001348471,0.77458,0.08174368,0.02084689,0.07433484],"study_design_scores_gemma":[0.005532894,0.0001904232,0.4472016,0.001489662,0.00002307164,0.0001068921,0.01716328,0.002744695,0.07186297,0.1094226,0.3431428,0.001119096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8409985,0.00001317309,0.0000527005,0.1534134,0.001528059,0.0002685993,5.644931e-7,0.00001887122,0.003706139],"genre_scores_gemma":[0.9343832,0.00004675933,0.0006519944,0.008945756,0.05514154,0.00001715014,0.000006150418,0.0000310678,0.0007763852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.702717,"threshold_uncertainty_score":0.9988421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822281980846829,"score_gpt":0.3216482772747845,"score_spread":0.2394200791901016,"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."}}