{"id":"W1942903944","doi":"10.24908/pceea.v0i0.3884","title":"ON THE FUNCTION-BEHAVIOR-STRUCTURE MODEL FOR DESIGN","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Confusion; Function (biology); Computer science; Ask price; Epistemology; Management science; Psychology; Cognitive psychology; Engineering; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004097519,0.0001531005,0.0001089681,0.0001672325,0.0001918807,0.00007357543,0.0002968364,0.0001443454,0.0001065818],"category_scores_gemma":[0.000926311,0.000125448,0.00007394829,0.0003195868,0.00001068178,0.000210193,0.000005986493,0.0002417736,0.00001122247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009906597,"about_ca_system_score_gemma":0.0004102118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000414688,"about_ca_topic_score_gemma":0.0005504778,"domain_scores_codex":[0.9992045,0.000006931707,0.000208109,0.0001315972,0.0001973633,0.0002515031],"domain_scores_gemma":[0.9990178,0.0001629797,0.0001564165,0.0001274826,0.0004056019,0.000129685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003080314,0.000166753,0.00543436,0.0002994935,0.0003274631,3.975327e-8,0.009081414,0.08296,0.008246739,0.2632274,0.627472,0.002753531],"study_design_scores_gemma":[0.0007640361,0.0001297934,0.1014612,0.0002508401,0.0007609508,0.00001084825,0.001563191,0.7676352,0.02119437,0.0253088,0.07936856,0.001552224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.70355,0.0007521035,0.08901718,0.02593866,0.0463416,0.01588479,0.0007215184,0.002485283,0.1153088],"genre_scores_gemma":[0.9933112,0.000004324409,0.003420824,0.0005262466,0.0001261779,0.000289417,0.000005528609,0.000049975,0.002266261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6846752,"threshold_uncertainty_score":0.5115619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629096745260606,"score_gpt":0.2025657218889007,"score_spread":0.1762747544362946,"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."}}