{"id":"W2943857583","doi":"","title":"Cross-Currents: Powering Creative Readiness","year":2015,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creative thinking; Sociology; Architectural engineering; Aesthetics; Public relations; Engineering; Psychology; Political science; Creativity; Social psychology; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0003603305,0.000136447,0.0002461071,0.0003067923,0.0001525354,0.0003485119,0.0002123587,0.00008953604,0.00007295805],"category_scores_gemma":[0.001279247,0.0001736016,0.00004366349,0.0005722611,0.0002009719,0.0005145698,0.0001619135,0.0001187002,0.00007328466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138407,"about_ca_system_score_gemma":0.0003375754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03874668,"about_ca_topic_score_gemma":0.0003494849,"domain_scores_codex":[0.9989059,0.00002750235,0.0003839732,0.0001930698,0.00005114795,0.0004384202],"domain_scores_gemma":[0.9992281,0.0000404005,0.0001229008,0.000203709,0.000107649,0.0002973061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001541314,0.00003608124,0.3965554,0.000004682453,0.00001440572,5.746716e-7,0.0009030562,0.000004908887,3.140896e-8,0.6012007,0.0006228573,0.0006557484],"study_design_scores_gemma":[0.0009967601,0.000026768,0.7503828,0.00001253117,0.000002474015,0.000007137099,0.001306465,0.0007781078,0.000001366512,0.1585568,0.08765645,0.0002723203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7946925,0.0004306137,0.0003310535,0.004825406,0.0003188205,0.0001280238,0.0005738243,0.00004256933,0.1986573],"genre_scores_gemma":[0.9977316,0.0001283737,0.00008721779,0.0004134417,0.0001355489,0.000009513531,0.00006979611,0.000008930636,0.001415596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426439,"threshold_uncertainty_score":0.9676544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08111165374461278,"score_gpt":0.3340627645405176,"score_spread":0.2529511107959049,"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."}}