{"id":"W1981051799","doi":"10.1080/13662711003633371","title":"Patterns of Innovation Capabilities in KIBS Firms: Evidence from the 2003 Statistics Canada Innovation Survey on Services","year":2010,"lang":"en","type":"article","venue":"Industry and Innovation","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Consolidation (business); Business; Marketing; Industrial organization; Knowledge acquisition; Service (business); Survey data collection; Knowledge management; Statistics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001761078,0.0002570939,0.0004526092,0.007362518,0.001013218,0.001554797,0.0008554318,0.0004465039,0.002047865],"category_scores_gemma":[0.01387893,0.000256364,0.0004517996,0.0188784,0.001070846,0.0008687273,0.001503121,0.0006097008,0.0002944025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082779,"about_ca_system_score_gemma":0.01208515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9392526,"about_ca_topic_score_gemma":0.9688659,"domain_scores_codex":[0.996956,0.0003215169,0.0002137957,0.0002768479,0.001447565,0.0007842397],"domain_scores_gemma":[0.9746328,0.005507483,0.00976512,0.0006904635,0.007192463,0.002211698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003676301,0.00002913084,0.991241,0.00004268383,0.00004398286,0.00005178781,0.0008760163,0.0004337749,0.00008611376,0.0003392967,0.0007042696,0.006115299],"study_design_scores_gemma":[0.000002398492,0.000009609554,0.997043,0.00002103578,0.000009136191,0.00002119325,0.001547073,0.0004199511,0.00005501858,0.00006573405,0.0007972455,0.000008672901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991788,0.0004110634,0.0001513189,0.0003084918,0.000002943978,0.00002137047,0.004540038,0.000006919691,0.002769935],"genre_scores_gemma":[0.9959354,0.0004132309,0.0001522799,0.00003267569,0.000003223358,0.00001102502,0.002997604,0.000002659226,0.0004518835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06074739,"threshold_uncertainty_score":0.1222102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05660124607136479,"score_gpt":0.2511123155318927,"score_spread":0.1945110694605279,"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."}}