{"id":"W2800369672","doi":"10.22215/timreview/1151","title":"Overcoming Barriers to Frugal Innovation: Emerging Opportunities for Finnish SMEs in Brazilian Markets","year":2018,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerging markets; Business; Phenomenon; Industrial organization; Marketing; Economic geography; Commerce; Economics; Finance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002157087,0.0002801737,0.0004070768,0.00400339,0.0003511899,0.0001315285,0.000472087,0.0001321817,0.001188377],"category_scores_gemma":[0.0005518929,0.0003126252,0.00003926389,0.008079435,0.0001237922,0.0007601008,0.000335244,0.000161916,0.0002014457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722898,"about_ca_system_score_gemma":0.00006364491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006681385,"about_ca_topic_score_gemma":0.0000178313,"domain_scores_codex":[0.997566,0.00001047663,0.001300908,0.0004797127,0.0002030955,0.0004397574],"domain_scores_gemma":[0.9981047,0.00001715174,0.0005335118,0.0004034993,0.0009298718,0.00001128585],"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":[0.00001381594,0.0000177804,0.003999137,0.001164468,0.00004264754,0.000004537485,0.00002801982,7.713685e-7,0.00002688312,0.7000538,0.1309838,0.1636644],"study_design_scores_gemma":[0.0005678426,0.00001250065,0.002455282,0.001062623,0.00002181811,0.000001040195,0.001015217,0.000104997,0.00004845133,0.01356828,0.9807683,0.0003737178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4052382,0.00101816,0.0176682,0.3135971,0.003193817,0.008772305,0.00001521589,0.001686122,0.2488109],"genre_scores_gemma":[0.5987574,0.001442706,0.01876725,0.3634318,0.001199056,0.002970912,0.0005794524,0.0001562603,0.01269521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497844,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992764897572084,"score_gpt":0.2932366125852567,"score_spread":0.2533089636095359,"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."}}