{"id":"W2605237444","doi":"10.1177/0306307016687985","title":"Streamlining interfunctional coordination in industrial SMEs","year":2017,"lang":"en","type":"article","venue":"Journal of General Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Industrial organization; Market orientation; Knowledge management; Marketing; Process management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006017687,0.0001025964,0.0001536387,0.0004847205,0.0001905596,0.0004766998,0.0002903001,0.0000545491,0.0001286999],"category_scores_gemma":[0.00009958754,0.00009001877,0.00005453653,0.000176931,0.00003112265,0.002195611,0.0001283208,0.0001729218,0.00001959483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005335704,"about_ca_system_score_gemma":0.00001855331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008889933,"about_ca_topic_score_gemma":0.00004125231,"domain_scores_codex":[0.9990567,0.000006735976,0.0004448918,0.0001055019,0.0002525984,0.0001335808],"domain_scores_gemma":[0.9987518,0.000008255168,0.000869923,0.0001407286,0.0002230034,0.000006300028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006762464,0.0004302884,0.2541078,0.000186757,0.0002249257,0.0002052574,0.00003325598,0.004785721,0.0007398308,0.4008777,0.06312336,0.2746089],"study_design_scores_gemma":[0.005890692,0.00007752329,0.8493719,0.0004260539,0.000124083,0.00001239604,0.0004460533,0.007062896,0.0001364121,0.0169745,0.1190903,0.0003872292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324167,0.00002515015,0.001439817,0.009022177,0.003082725,0.000140246,4.667245e-7,0.00001381901,0.05385894],"genre_scores_gemma":[0.9954566,0.00000857223,0.0004687321,0.000421085,0.002783302,0.000003074963,0.000006378252,0.000008934075,0.0008433143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5952641,"threshold_uncertainty_score":0.4596827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05469194985327095,"score_gpt":0.2677666438846431,"score_spread":0.2130746940313722,"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."}}