{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04134418,0.0007419112,0.001373538,0.005371147,0.006462109,0.01846184,0.004012846,0.01143822,0.03481178],"category_scores_gemma":[0.1078849,0.0006114438,0.0007944586,0.005281021,0.03937151,0.05643133,0.01485959,0.01374584,0.00309933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775856,"about_ca_system_score_gemma":0.01023907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795513,"about_ca_topic_score_gemma":0.001324275,"domain_scores_codex":[0.9617144,0.02736851,0.001138934,0.002568711,0.005791928,0.001417528],"domain_scores_gemma":[0.7935818,0.181202,0.00351112,0.01122958,0.007063912,0.003411436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003003369,0.00002565632,0.0002984207,0.0002063248,0.000004781296,0.00006599436,0.01160817,0.0000423526,0.00004307066,0.9586315,0.008299048,0.02074473],"study_design_scores_gemma":[0.00003138834,0.00001970711,0.0004065601,0.00107732,0.000006889452,0.0002539695,0.0143279,0.0002924322,0.0001356319,0.878154,0.1052802,0.00001401999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03072901,0.05363069,0.05713221,0.57425,0.005586795,0.000133656,0.0002568311,0.0003304783,0.2779504],"genre_scores_gemma":[0.8821933,0.01742433,0.0198648,0.05494075,0.003670928,0.000619499,0.0003269278,0.000441806,0.02051785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04134418,"threshold_uncertainty_score":0.2186515,"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."}}