{"id":"W1973117896","doi":"10.1016/j.destud.2007.12.004","title":"The ideation gap:","year":2008,"lang":"en","type":"article","venue":"Design Studies","topic":"Design Education and Practice","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ideation; Conversation; Computer science; Representation (politics); Human–computer interaction; Space (punctuation); Psychology; Communication; Cognitive science; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002057388,0.00005625708,0.0000553559,0.00001719253,0.0002926596,0.00001338902,0.00005342072,0.00001358018,0.00001022104],"category_scores_gemma":[0.000180175,0.00003879601,0.00001460144,0.0000936806,0.00004094786,0.0000896139,0.000005761222,0.00005255255,0.0002157378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002501589,"about_ca_system_score_gemma":0.00001034277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001329644,"about_ca_topic_score_gemma":0.000001187426,"domain_scores_codex":[0.9996539,0.00004349607,0.00008398397,0.00004789809,0.00007562727,0.00009511803],"domain_scores_gemma":[0.9992055,0.0006168552,0.00001390527,0.00009701037,0.00005069945,0.00001598742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001967673,0.00001915505,0.0003193808,0.00002021349,0.0003011508,0.000009306639,0.009543972,0.005686184,0.001594755,0.00495493,0.9520676,0.02546369],"study_design_scores_gemma":[0.0003140835,0.00005383171,0.01013555,0.00001590724,0.00004770152,0.00007648912,0.003972988,0.005272523,0.00539032,0.004068518,0.9703109,0.0003411625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03894854,0.1329321,0.613827,0.007794856,0.009394513,0.001356454,0.000004007176,0.002537603,0.1932049],"genre_scores_gemma":[0.9841541,0.01025539,0.002065817,0.0001305644,0.0001388546,0.00006015294,6.41441e-7,0.00001352932,0.003180951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9452056,"threshold_uncertainty_score":0.2772945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253938353756923,"score_gpt":0.3330572810071932,"score_spread":0.1076634456315009,"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."}}