{"id":"W2781269129","doi":"10.1007/978-981-10-7524-7_2","title":"Interdisciplinary Research as a Creative Design Process","year":2017,"lang":"en","type":"book-chapter","venue":"Creativity in the twenty first century","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Subconscious; Creativity; Process (computing); Set (abstract data type); Engineering ethics; Psychology; Creativity technique; Value (mathematics); Management science; Knowledge management; Engineering; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004086596,0.0006935145,0.0007603281,0.0006897588,0.001768486,0.0004044203,0.002803266,0.0006178251,0.005643973],"category_scores_gemma":[0.0009309545,0.0005379507,0.0002744063,0.0001915289,0.002435552,0.0003358265,0.0007605382,0.002661696,0.002534984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087932,"about_ca_system_score_gemma":0.0004578922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002443247,"about_ca_topic_score_gemma":0.0002053123,"domain_scores_codex":[0.9945847,0.001142517,0.0005771269,0.00142227,0.001292508,0.0009808242],"domain_scores_gemma":[0.9930263,0.003262163,0.0006014923,0.002584272,0.0003060996,0.0002197137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003005578,0.005733923,0.002271448,0.0005455124,0.0004302354,0.002117459,0.456338,0.0000409975,0.00004752099,0.2733375,0.2203032,0.03582862],"study_design_scores_gemma":[0.00227207,0.002341801,0.02296439,0.003196886,0.0002689147,0.0006659261,0.03374399,0.0000596695,0.0001248913,0.2141651,0.7178712,0.002325149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004285032,0.0008139123,0.00005636135,0.004123449,0.001886836,0.002439028,0.0001193383,0.00008560086,0.9861904],"genre_scores_gemma":[0.4098532,0.0006247196,0.00002054525,0.0002604867,0.0004939109,0.0005750282,0.00005511348,0.00009813568,0.5880188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.497568,"threshold_uncertainty_score":0.9997072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1628870712755753,"score_gpt":0.4598961462085697,"score_spread":0.2970090749329944,"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."}}