{"id":"W2952357669","doi":"10.5430/ijfr.v10n5p66","title":"Theorizing Servitisation for SME Performance","year":2019,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Industrial organization; Business; Product (mathematics); Competition (biology); Marketing; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002342872,0.00005617722,0.00009216535,0.0005551972,0.00008076818,0.0001962897,0.0004580574,0.00004306582,0.0001969012],"category_scores_gemma":[0.0006259435,0.00005043844,0.00005349093,0.0003654962,0.00001702321,0.001454186,0.00007578341,0.0002097432,0.0001891045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000665413,"about_ca_system_score_gemma":0.0001155603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004136826,"about_ca_topic_score_gemma":0.000009004114,"domain_scores_codex":[0.9986768,0.000009611711,0.0002922228,0.00009939959,0.0007566996,0.0001652312],"domain_scores_gemma":[0.9957485,0.0001041755,0.0002312525,0.00008217187,0.003827946,0.000006015259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001307635,0.0001215406,0.06095272,0.0002506907,0.00004697869,0.0000101591,0.0002004258,0.0002396239,0.01605965,0.3888994,0.008249323,0.5236618],"study_design_scores_gemma":[0.001973827,0.0001926401,0.3371654,0.0003781698,0.00001190384,0.0000198227,0.0001288496,0.004060289,0.004475059,0.06866449,0.5827149,0.0002146313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837241,0.00003639927,0.0003325489,0.007916464,0.002255804,0.0001731483,0.00000161737,0.000007061459,0.005552918],"genre_scores_gemma":[0.9916344,0.00002088056,0.0002478984,0.001854998,0.005905241,0.00000570363,0.00001448034,0.00001014503,0.0003062338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5744656,"threshold_uncertainty_score":0.2430619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720823746188503,"score_gpt":0.354657242914735,"score_spread":0.28744900545285,"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."}}