{"id":"W1541270152","doi":"10.18438/b8tc81","title":"From Solving Puzzles to Designing Solutions: Integrating Design Thinking into Evidence Based Practice","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Design Education and Practice","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Management science; Data science; Mathematics education; Psychology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03892061,0.001213091,0.00132058,0.005229276,0.002260746,0.01416125,0.003384848,0.004354908,0.01265118],"category_scores_gemma":[0.114592,0.00100184,0.00179089,0.003064962,0.01365802,0.01548595,0.005848577,0.006168252,0.002563687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003656536,"about_ca_system_score_gemma":0.01095615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232394,"about_ca_topic_score_gemma":0.002340478,"domain_scores_codex":[0.9624992,0.02693396,0.002680214,0.001430991,0.006033994,0.0004215996],"domain_scores_gemma":[0.8530589,0.1265161,0.004460045,0.006810257,0.007232409,0.001922284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002116556,0.0004538991,0.003175933,0.01830888,0.0003877435,0.0006093268,0.02634856,0.007084208,0.002364076,0.3607139,0.01910312,0.5612387],"study_design_scores_gemma":[0.0001464373,0.0004369442,0.001140618,0.02289578,0.0003075836,0.0006317929,0.01785053,0.00761259,0.002567067,0.8498467,0.09641519,0.0001488276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02175166,0.04361201,0.7308791,0.1102276,0.004147964,0.001959157,0.0002523477,0.0007963544,0.08637392],"genre_scores_gemma":[0.1898289,0.0308049,0.7622147,0.007263991,0.0004409318,0.001666909,0.0001976092,0.0001843327,0.007397712],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03892061,"threshold_uncertainty_score":0.2058343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074447159790738,"score_gpt":0.2731092116730589,"score_spread":0.2223647400751515,"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."}}