{"id":"W2115028355","doi":"10.5539/ies.v1n2p25","title":"An Exploration of Creative Talents Training","year":2008,"lang":"en","type":"article","venue":"International Education Studies","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Training (meteorology); Creative thinking; Process (computing); Teaching method; Psychology; Pedagogy; Creative brief; Creativity; Computer science","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":[0.0001050999,0.00009032754,0.0001175871,0.0002933594,0.0001380971,0.00003526002,0.000164989,0.00001560198,0.0002084174],"category_scores_gemma":[0.0001466506,0.00008565374,0.00004139546,0.0001433611,0.00008172235,0.00217588,0.00005503237,0.00003606966,0.0001089088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003456609,"about_ca_system_score_gemma":0.00002735579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002821,"about_ca_topic_score_gemma":0.00001770341,"domain_scores_codex":[0.9992554,0.000006484925,0.0002271066,0.0001574564,0.0002717907,0.00008178299],"domain_scores_gemma":[0.9987092,0.00001577907,0.0002151248,0.0001057379,0.0009475973,0.000006532583],"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":[0.0002734079,0.004693529,0.2194524,0.0005237514,0.002168537,0.00002263893,0.0717444,0.002773809,0.001215226,0.4155596,0.114236,0.1673367],"study_design_scores_gemma":[0.001394891,0.00008119217,0.1782816,0.0003377887,0.0001551922,0.000006790044,0.1612942,0.001615416,0.000388587,0.03870061,0.6170389,0.0007048327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945037,0.0001660105,0.0006010113,0.0007739329,0.001373203,0.0001264761,0.000001720235,0.000050156,0.05187047],"genre_scores_gemma":[0.9954646,0.00008905374,0.0002712598,0.0006917553,0.0008874954,0.00006142452,0.00006538479,0.000009302773,0.002459775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5028028,"threshold_uncertainty_score":0.3492858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2186635292887877,"score_gpt":0.3815920931002303,"score_spread":0.1629285638114426,"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."}}