{"id":"W2987762301","doi":"10.3233/jid180017","title":"Performance Based Design","year":2019,"lang":"en","type":"article","venue":"Journal of Integrated Design and Process Science","topic":"Design Education and Practice","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer 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":[0.00254003,0.001069539,0.000600016,0.001224146,0.001183301,0.004569925,0.001278355,0.001407192,0.05337119],"category_scores_gemma":[0.004416694,0.0005487506,0.0006114787,0.0009144755,0.001598473,0.00215102,0.002369414,0.001244575,0.01017579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688791,"about_ca_system_score_gemma":0.001791197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181764,"about_ca_topic_score_gemma":0.001014701,"domain_scores_codex":[0.9966553,0.001028758,0.0001251726,0.0003675313,0.001644032,0.0001791789],"domain_scores_gemma":[0.9981374,0.000579348,0.00008193947,0.0006082785,0.0005040176,0.00008904333],"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":[0.0001610327,0.000197797,0.0005962794,0.0002675893,0.00003656927,0.00005382172,0.0004270842,0.03316404,0.006280841,0.6786416,0.01530727,0.2648662],"study_design_scores_gemma":[0.0001462498,0.0007135623,0.001484166,0.0002436457,0.00007587393,0.00021304,0.000528054,0.1643174,0.01832931,0.4362587,0.37762,0.00007017011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008675378,0.0005580246,0.6954097,0.001058603,0.0003877015,0.000295145,0.0002054924,0.001882846,0.2915271],"genre_scores_gemma":[0.4906358,0.0011767,0.2859742,0.0005140036,0.0002061774,0.0005898653,0.0008029201,0.0007995305,0.2193008],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05337119,"threshold_uncertainty_score":0.1785444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201032939987265,"score_gpt":0.2645789490308165,"score_spread":0.2425686196309438,"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."}}