{"id":"W1968442066","doi":"10.1080/00343404.2013.870988","title":"Knowledge-Intensive Business Services (KIBS) Use and User Innovation: High-Order Services, Geographic Hierarchies and Internet Use in Quebec's Manufacturing Sector","year":2014,"lang":"en","type":"article","venue":"Regional Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Business; Order (exchange); The Internet; Geographical distance; Service (business); Industrial organization; Point (geometry); Marketing; Service provider; Tertiary sector of the economy; Knowledge management; Economic geography; Computer science; Geography; World Wide Web; Finance; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428877,0.0001527938,0.0002245324,0.001445507,0.001631974,0.002087976,0.0007267485,0.0004973611,0.004992594],"category_scores_gemma":[0.003298821,0.0001240566,0.0003936114,0.00399412,0.001282,0.0008288066,0.0009100449,0.0005743349,0.0002984472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01770221,"about_ca_system_score_gemma":0.01005947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9772162,"about_ca_topic_score_gemma":0.9865736,"domain_scores_codex":[0.9993997,0.0001239606,0.00003263913,0.00007091278,0.0001736053,0.0001992928],"domain_scores_gemma":[0.9947436,0.001436904,0.001176217,0.0001345359,0.001255347,0.001253495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005778962,0.0000573329,0.9816605,0.0000394056,0.00003786652,0.000109289,0.004609872,0.0003307027,0.0002303865,0.0006258848,0.0009486938,0.01129228],"study_design_scores_gemma":[0.00000240216,0.00001402744,0.9940954,0.00002336917,0.00001276765,0.00001808522,0.004527065,0.0004369041,0.00005355249,0.00003142052,0.000777504,0.000007435406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955824,0.0004706533,0.00006414429,0.0006389479,0.000002432037,0.000009377015,0.0004518784,0.000004392233,0.002775857],"genre_scores_gemma":[0.9988664,0.0001836086,0.00003287387,0.00003179479,0.000001827376,0.000003883503,0.0001366373,0.000001590357,0.0007413199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278376,"threshold_uncertainty_score":0.1284391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333317550659318,"score_gpt":0.3004037478771177,"score_spread":0.2470705723705245,"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."}}