{"id":"W4246163471","doi":"10.17127/got/2013.4.012","title":"Operacionalização da teoria dos ciclos de vida dos clusters. As indústrias criativas como contexto para a reflexão e o Software Educacional e de Entretenimento no Norte de Portugal como caso de estudo.","year":2013,"lang":"pt","type":"article","venue":"GOT - Geography and Spatial Planning Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003173939,0.0008487914,0.0008053654,0.001087107,0.002341518,0.00295152,0.0007362012,0.0004756697,0.002335373],"category_scores_gemma":[0.0005525803,0.0008383524,0.0004251514,0.001043731,0.0002964223,0.001230616,0.0006284342,0.001797275,0.0003616383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936503,"about_ca_system_score_gemma":0.0005284809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004058329,"about_ca_topic_score_gemma":0.0002028905,"domain_scores_codex":[0.9944387,0.0004437597,0.001388987,0.0007726344,0.001070132,0.001885803],"domain_scores_gemma":[0.9965683,0.000309445,0.001092199,0.0003839615,0.001244044,0.0004020533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001212716,0.0009434785,0.9097493,0.0005300626,0.001402945,0.0008698108,0.006388762,0.0002935256,0.0003013952,0.003055162,0.0666594,0.008593448],"study_design_scores_gemma":[0.02452699,0.001667515,0.6613712,0.006889131,0.002781297,0.002393884,0.03195094,0.05514692,0.000162755,0.02003433,0.1874273,0.00564769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505956,0.002331361,0.0221337,0.005290746,0.003506919,0.002025598,0.00006492245,0.0002189873,0.01383222],"genre_scores_gemma":[0.9849499,0.0001345524,0.001522262,0.00768557,0.003959021,0.0001236125,0.0002274647,0.00009287743,0.001304671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2483781,"threshold_uncertainty_score":0.9994068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354051848406808,"score_gpt":0.3062129388717898,"score_spread":0.270807754031109,"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."}}