{"id":"W4400994406","doi":"10.69554/awdf1867","title":"From commercial silos to commercial integration","year":2018,"lang":"en","type":"article","venue":"Applied marketing analytics","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Information silo; Business; Silo; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01579393,0.00124522,0.000645905,0.00392251,0.006743284,0.01931208,0.003267038,0.00270661,0.01345339],"category_scores_gemma":[0.02342578,0.001151902,0.0009163542,0.00263665,0.009032013,0.02725595,0.01909008,0.006917589,0.003762758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006458066,"about_ca_system_score_gemma":0.009767633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003769856,"about_ca_topic_score_gemma":0.002983205,"domain_scores_codex":[0.9803334,0.006196574,0.001329673,0.002360506,0.007629435,0.002150475],"domain_scores_gemma":[0.9715954,0.007228406,0.005087849,0.00594606,0.006728532,0.003413783],"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":[0.0001876919,0.0004687702,0.01231727,0.0007003812,0.0001073998,0.001221598,0.0354149,0.004170175,0.004738948,0.591846,0.02863643,0.3201905],"study_design_scores_gemma":[0.00009262878,0.0005126928,0.007876119,0.002031641,0.0001287672,0.001360861,0.04068084,0.02139118,0.008419858,0.3380792,0.5792146,0.0002116102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1385453,0.004287408,0.4579001,0.04269744,0.001970583,0.0009431223,0.000183254,0.004686178,0.3487865],"genre_scores_gemma":[0.8577321,0.001825388,0.09306137,0.005244048,0.0008674236,0.0004213771,0.000386902,0.0009593504,0.03950209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01931208,"threshold_uncertainty_score":0.08352733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745747194381533,"score_gpt":0.2428743731313573,"score_spread":0.215416901187542,"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."}}