{"id":"W77275032","doi":"","title":"Reflections on creative and collaborative teamwork in charrettes, 24 hours of innovation","year":2010,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Teamwork; Context (archaeology); General partnership; Competition (biology); Engineering; Sociology; Humanities; Library science; Management; Political science; Art; Geography; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01736213,0.0009820936,0.0004848454,0.001708361,0.02292835,0.01770549,0.00301866,0.005984101,0.005228906],"category_scores_gemma":[0.02701694,0.0006236124,0.000544365,0.001815315,0.02407781,0.006789443,0.01084884,0.01047961,0.000727834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01407873,"about_ca_system_score_gemma":0.009921957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0242046,"about_ca_topic_score_gemma":0.05013078,"domain_scores_codex":[0.9617692,0.02981626,0.0004524656,0.001218707,0.003333725,0.003409629],"domain_scores_gemma":[0.9658324,0.02442634,0.001564769,0.0009834152,0.002009611,0.005183437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005932646,0.0001546876,0.001069784,0.0001260002,0.000006834469,0.001880433,0.9064531,0.0001283577,0.0003243617,0.04377916,0.02702456,0.01899346],"study_design_scores_gemma":[0.000008311089,0.0000468838,0.001364412,0.0002079822,0.000002504195,0.0004587194,0.7340491,0.00005181923,0.0002117777,0.003902658,0.259673,0.00002273362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4430078,0.009080852,0.00525126,0.2358745,0.007717234,0.0002700533,0.0001052288,0.0001021416,0.298591],"genre_scores_gemma":[0.8996823,0.004243144,0.00172011,0.01386189,0.001443551,0.0001991292,0.0000398687,0.000155858,0.0786541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242046,"threshold_uncertainty_score":0.1021488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024423673229105,"score_gpt":0.3188456238735071,"score_spread":0.298601387141216,"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."}}