{"id":"W1543898739","doi":"10.1108/03090561011047535","title":"Defensive strategy framework in global markets","year":2010,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Competition (biology); Industrial organization; Order (exchange); Originality; Typology; Business; Marketing; Variety (cybernetics); Nonmarket forces; Value (mathematics); Economics; Factor market; Microeconomics; Qualitative research","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":[0.008891586,0.0001446526,0.0001762937,0.0002765092,0.00008647281,0.0002883607,0.0003567314,0.00003018642,0.0003545154],"category_scores_gemma":[0.002789804,0.0001313215,0.00008294623,0.0006567505,0.0000366052,0.0004170977,0.000181811,0.0005736889,0.0002269547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000263241,"about_ca_system_score_gemma":0.00001975233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002145436,"about_ca_topic_score_gemma":0.00001642122,"domain_scores_codex":[0.9985095,0.0001982542,0.0006369308,0.0001438876,0.0002606438,0.0002507639],"domain_scores_gemma":[0.9986429,0.0001322851,0.0006314844,0.0001500889,0.0004262395,0.0000169793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001834426,0.0003877689,0.2396207,0.0004264785,0.0001307339,0.00294578,0.0001484523,0.00007282286,0.001178752,0.3321044,0.02906414,0.3920856],"study_design_scores_gemma":[0.00135898,0.0000218241,0.832097,0.0004883994,0.00003820079,0.00005758778,0.001436344,0.0004793468,0.000009085405,0.00539231,0.158245,0.0003759417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3671358,0.00003149683,0.0001874471,0.0004116835,0.001065127,0.00005379086,2.505309e-7,0.00001814109,0.6310963],"genre_scores_gemma":[0.9943977,0.000004494565,0.001919175,0.001271892,0.002209692,3.15649e-7,0.000001145619,0.00002283337,0.0001727274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6309236,"threshold_uncertainty_score":0.5355137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256138833706243,"score_gpt":0.2325238369876496,"score_spread":0.2199624486505871,"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."}}