{"id":"W2098345781","doi":"10.1504/ijbg.2011.042755","title":"Establishing a market niche: the case of Keystrox","year":2011,"lang":"en","type":"article","venue":"International Journal of Business and Globalisation","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Niche market; Business; Industrial organization; Transcription (linguistics); Competitive advantage; Niche; Marketing; Commerce; Economics; Biology","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":[0.0006568723,0.00005482598,0.000128329,0.0001624411,0.00003259664,0.00006236846,0.0001731641,0.00003392281,0.0002529307],"category_scores_gemma":[0.0003136012,0.00004424272,0.00004084174,0.0002057566,0.00004876408,0.0004705994,0.00003138055,0.00006385782,0.000002345887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003319171,"about_ca_system_score_gemma":0.00001873758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007153776,"about_ca_topic_score_gemma":0.0000293804,"domain_scores_codex":[0.9992669,0.0000124604,0.0005414507,0.00007037937,0.000052884,0.00005594637],"domain_scores_gemma":[0.9985486,0.00003662574,0.0007685696,0.00006783103,0.000558466,0.0000199645],"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":[0.0001961138,0.0001474199,0.1504661,0.00002881216,0.000213437,0.000210587,0.001844264,0.00003984725,0.00005607843,0.828175,0.0051295,0.01349281],"study_design_scores_gemma":[0.001351802,0.00006387508,0.8573303,0.00008028036,0.0000202308,0.002698816,0.0007846982,0.001753605,0.0001836564,0.1205779,0.0149872,0.0001676925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561026,0.0005773721,0.01378181,0.002628179,0.001498846,0.00006242738,0.00007323795,0.000004689079,0.02527083],"genre_scores_gemma":[0.9987097,0.00009593825,0.0007683992,0.0002123494,0.0001491663,7.813549e-7,0.000002728034,0.000004030109,0.00005685172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7075971,"threshold_uncertainty_score":0.2769414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439601405497974,"score_gpt":0.2276417398523048,"score_spread":0.1836815993025074,"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."}}