{"id":"W2160154152","doi":"10.1590/s0103-65132008000300013","title":"Conhecimento e inovação em sistemas locais de produção de revestimentos cerâmicos e os novos desafios da concorrência internacional","year":2008,"lang":"pt","type":"article","venue":"Production","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Agricultural science; Business; Political science; Geography; Environmental science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001693491,0.0006605678,0.0005506799,0.0008486561,0.0008925992,0.0005526234,0.0005475709,0.0002299739,0.001158082],"category_scores_gemma":[0.0006655465,0.0007305203,0.0001938937,0.001570821,0.0002410941,0.001394606,0.0004953332,0.0005538772,0.002637798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009768074,"about_ca_system_score_gemma":0.0002693199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354901,"about_ca_topic_score_gemma":0.0001031296,"domain_scores_codex":[0.99575,0.0001101335,0.001144709,0.001240081,0.0007718001,0.0009832974],"domain_scores_gemma":[0.9969054,0.00002568783,0.0008979576,0.0008015634,0.001294799,0.00007455068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001628701,0.004781178,0.1448303,0.007926682,0.001529759,0.0003776725,0.009330219,0.0005357764,0.02604086,0.0803344,0.6919654,0.03071908],"study_design_scores_gemma":[0.007832202,0.0004091164,0.03445532,0.00287992,0.001685521,0.0006755751,0.009332137,0.02152606,0.029499,0.003520234,0.8836228,0.004562167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.849223,0.001686203,0.01573777,0.01688869,0.01516157,0.008019727,0.00002603436,0.001307518,0.09194946],"genre_scores_gemma":[0.9211226,0.00006237032,0.0005483745,0.002710262,0.004910668,0.0002736903,0.0001673709,0.0001142169,0.07009047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916573,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416583078816214,"score_gpt":0.2612375698649355,"score_spread":0.2070717390767733,"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."}}