{"id":"W2766572115","doi":"10.1145/3126594.3126662","title":"DreamSketch","year":2017,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Generative Design; Computer science; Generative grammar; Human–computer interaction; Context (archaeology); Interaction design; User interface; Expressive power; Engineering drawing; Artificial intelligence; Theoretical computer science; Programming language; Engineering","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":[0.001165587,0.001166122,0.000796774,0.001424949,0.0008789403,0.003246011,0.003032491,0.001742381,0.147074],"category_scores_gemma":[0.004036709,0.0008993907,0.001451005,0.0007115598,0.001264314,0.003293263,0.006578955,0.002252077,0.03893879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006827895,"about_ca_system_score_gemma":0.001200374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284816,"about_ca_topic_score_gemma":0.002132651,"domain_scores_codex":[0.9989335,0.0002001281,0.00007346583,0.0001623312,0.0005144082,0.0001161752],"domain_scores_gemma":[0.9986894,0.0004297677,0.00003991502,0.0004280171,0.0002438197,0.0001692114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001115769,0.0002119486,0.00113667,0.002733766,0.0001020699,0.001022692,0.002474044,0.0142585,0.01786095,0.1092813,0.353539,0.4962633],"study_design_scores_gemma":[0.0002159833,0.0001784521,0.000590995,0.0003258134,0.00004144866,0.001233884,0.0002449804,0.01394393,0.01053661,0.02967564,0.9428632,0.0001489438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01529901,0.002624336,0.7021972,0.001642847,0.001557857,0.0007622833,0.008125479,0.08164572,0.1861452],"genre_scores_gemma":[0.1485977,0.002849967,0.4809803,0.001671095,0.0002825549,0.001834764,0.01816492,0.01935297,0.3262658],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.147074,"threshold_uncertainty_score":0.4920117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233929432601014,"score_gpt":0.2835667006694414,"score_spread":0.26017375740934,"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."}}