{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001808869,0.000183526,0.000218763,0.0006900071,0.00002431554,0.00002544757,0.00006451988,0.0002822985,0.0008831268],"category_scores_gemma":[0.0002965647,0.0001935656,0.00001133543,0.001371136,0.00004567649,0.00007467189,0.000007730994,0.0005248306,0.0000524918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910358,"about_ca_system_score_gemma":0.00009385424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009198878,"about_ca_topic_score_gemma":0.00100439,"domain_scores_codex":[0.9993435,0.00006542297,0.0001743053,0.0001756107,0.0001186908,0.0001224643],"domain_scores_gemma":[0.9993795,0.0001369498,0.0001651901,0.0001942923,0.0000910823,0.00003295409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005047329,0.000108034,0.0002770234,0.00009411576,0.0001176656,0.000002717577,0.005992981,0.000159413,0.002581615,0.01267854,0.9726806,0.005256813],"study_design_scores_gemma":[0.0002449505,0.00004693164,0.001234228,0.0002510366,0.00001848914,0.000001598483,0.001120849,0.00002499748,0.001206264,0.00006297364,0.9955718,0.0002158746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001213048,0.0005697251,0.0003191314,0.0006713166,0.001350762,0.0004022701,0.00005894986,0.0001631612,0.9952517],"genre_scores_gemma":[0.05709508,0.001404003,0.00634675,0.0003766978,0.0008024263,0.0001816479,0.0001340489,0.0006216205,0.9330378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06221391,"threshold_uncertainty_score":0.966962,"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."}}