{"id":"W2945482511","doi":"10.12775/setf.2019.012","title":"Review of Naturaleza Creativa","year":2019,"lang":"es","type":"article","venue":"Scientia et Fides","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Creativity; Epistemology; Sociology; Philosophy; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007245114,0.0002464738,0.0005918082,0.0002629,0.0003736711,0.0002260724,0.0008283692,0.0001438901,0.002330639],"category_scores_gemma":[0.002464617,0.0002135232,0.0002516188,0.002422466,0.0008484296,0.0007452675,0.0002147861,0.0002816448,0.0003439685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065977,"about_ca_system_score_gemma":0.0007936012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496087,"about_ca_topic_score_gemma":0.0002173641,"domain_scores_codex":[0.9958421,0.0009928648,0.0008631967,0.0005965135,0.001183184,0.0005221245],"domain_scores_gemma":[0.996421,0.0003604289,0.0006950544,0.0007629292,0.00166738,0.00009325694],"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":[0.00001965653,0.00030983,0.1034564,0.04848813,0.0001166835,0.000002656119,0.01602547,0.00001597211,0.001036947,0.7720941,0.05577284,0.002661301],"study_design_scores_gemma":[0.0007451526,0.0002849851,0.05752194,0.0337375,0.0001507807,0.000004382014,0.01137037,0.0001120517,0.0009595574,0.01337856,0.8807987,0.0009360336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6349172,0.05823164,0.0000267037,0.01310202,0.005085933,0.00340267,0.00007511313,0.0001312914,0.2850274],"genre_scores_gemma":[0.9830615,0.003729346,0.0001475806,0.0009336607,0.0001895746,0.00001502128,0.00003179963,0.00001985499,0.01187166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8250259,"threshold_uncertainty_score":0.9985813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424112553343387,"score_gpt":0.3659982952419386,"score_spread":0.3517571697085047,"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."}}