{"id":"W2791846728","doi":"10.22198/rys.2018.72.a784","title":"Metodología para la clasificación de industrias culturales/creativas en una ciudad media: Culiacán, Sinaloa, México","year":2018,"lang":"es","type":"article","venue":"región y sociedad","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00237285,0.0007784569,0.0009496993,0.0001208052,0.001783146,0.0007811908,0.001215986,0.002151657,0.001883406],"category_scores_gemma":[0.001811445,0.0006406469,0.0005064429,0.001587698,0.00330653,0.0005531166,0.0003581997,0.001480086,0.0009985141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373964,"about_ca_system_score_gemma":0.001379364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646649,"about_ca_topic_score_gemma":0.0006195171,"domain_scores_codex":[0.9934656,0.001713521,0.0008464829,0.001054851,0.001261614,0.001657912],"domain_scores_gemma":[0.9960669,0.001447676,0.0005923673,0.0005839519,0.0005264769,0.0007826834],"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":[0.0001274155,0.0003508519,0.0130636,0.00006664443,0.0006488954,0.0001032279,0.07405913,0.000002746087,0.001554896,0.03918995,0.8281795,0.04265319],"study_design_scores_gemma":[0.001077862,0.0002572268,0.02299727,0.0004432094,0.0002416651,0.00003478052,0.05675202,0.00001895077,0.002482958,0.001628956,0.9131078,0.000957331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7667412,0.002643189,0.0001153237,0.09430527,0.002119659,0.001499784,0.0001438111,0.0005836025,0.1318482],"genre_scores_gemma":[0.868197,0.004813972,0.001186446,0.0008746484,0.006104987,0.00007707812,0.00008823756,0.00008015423,0.1185774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014559,"threshold_uncertainty_score":0.9997793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08328328124643383,"score_gpt":0.3602474252349716,"score_spread":0.2769641439885377,"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."}}