{"id":"W4411618003","doi":"10.51847/pqqch2mhd4","title":"10.51847/pQqch2mhD4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Architecture; Process (computing); Psychology; Computer architecture; Process management; Computer science; Human–computer interaction; Cognitive science; Engineering; Social psychology; Art; Programming language; Visual arts","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001020939,0.001254595,0.0008259219,0.002537316,0.001994652,0.004569401,0.001285041,0.003926266,0.9744228],"category_scores_gemma":[0.002203272,0.0005687803,0.0007301536,0.003177121,0.001406236,0.002668594,0.002937382,0.001554446,0.9532502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672371,"about_ca_system_score_gemma":0.0009785532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00798473,"about_ca_topic_score_gemma":0.005745491,"domain_scores_codex":[0.9992173,0.0001073247,0.00007382929,0.0001961893,0.0002716192,0.0001337377],"domain_scores_gemma":[0.9978677,0.0006243587,0.00009776901,0.0003125712,0.0006425867,0.0004550039],"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":[0.0003343865,0.0002388296,0.001505706,0.0005985475,0.00001974178,0.0003714307,0.0002626838,0.0003422545,0.003018904,0.007459527,0.2259469,0.7599012],"study_design_scores_gemma":[0.00006527163,0.00005625195,0.001525043,0.0002649372,0.0000126417,0.0003785572,0.0002429663,0.0003759323,0.0008093998,0.001576099,0.9946694,0.00002347741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001841509,0.0005930618,0.001898864,0.001089614,0.0005149398,0.0001862468,0.001242641,0.001241659,0.9913914],"genre_scores_gemma":[0.00611579,0.0003852193,0.001950233,0.0004707372,0.0001019317,0.00008636848,0.0006535041,0.0003978728,0.9898382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02557719,"threshold_uncertainty_score":0.03648269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007453750937860298,"score_gpt":0.1906110884247596,"score_spread":0.1831573374868993,"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."}}