{"id":"W4402872745","doi":"10.5539/ibr.v17n5p74","title":"Open Innovation and Market Orientation in Mexican SMEs Automotive Industry","year":2024,"lang":"en","type":"article","venue":"International Business Research","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Business; Market orientation; Industrial organization; Open innovation; Orientation (vector space); Marketing; Commerce; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204048,0.0001364875,0.000170118,0.001249319,0.0004674646,0.001507259,0.0001624282,0.0003746729,0.0028998],"category_scores_gemma":[0.002937411,0.00008613968,0.0003235639,0.0009039113,0.0005484249,0.0007445425,0.0008885941,0.0003618276,0.0001416046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007349209,"about_ca_system_score_gemma":0.000677527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005780721,"about_ca_topic_score_gemma":0.006158301,"domain_scores_codex":[0.9996394,0.00008871443,0.00001990326,0.00004335107,0.00009372909,0.0001148519],"domain_scores_gemma":[0.9965037,0.001006407,0.00165893,0.00008615305,0.0003779591,0.0003667816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601286,0.0005713754,0.9691264,0.00009374658,0.00004672197,0.0004003326,0.005624902,0.0002305375,0.00117547,0.002948348,0.0003983289,0.01922374],"study_design_scores_gemma":[0.00000879312,0.00009073252,0.9908559,0.0000368494,0.00002162661,0.00005508945,0.00688161,0.0003310619,0.0001758005,0.0004123633,0.001124531,0.000005595322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973018,0.0001066794,0.00004414577,0.0001054269,0.000002430942,0.000004558702,0.00002046335,0.000001044188,0.002413583],"genre_scores_gemma":[0.9995413,0.0001213291,0.00003102611,0.00001264429,0.000005269103,0.00000389777,0.00002935273,6.040597e-7,0.0002546366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005780721,"threshold_uncertainty_score":0.01149416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188897976672572,"score_gpt":0.3736351143093762,"score_spread":0.254745316642119,"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."}}