{"id":"W3022656124","doi":"10.7202/1068541ar","title":"Comment adresser les problèmes pernicieux de manière créative avec le design thinking ?","year":2020,"lang":"fr","type":"article","venue":"Management international","topic":"Design Education and Practice","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004901445,0.000226521,0.0001407656,0.00009862046,0.0001598555,0.0003306237,0.0005679941,0.00007566196,0.003420766],"category_scores_gemma":[0.00007588749,0.0002704579,0.00008173728,0.0001478972,0.00003957199,0.0004515918,0.0001902363,0.000315631,0.0006636336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362603,"about_ca_system_score_gemma":0.00004961303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001389198,"about_ca_topic_score_gemma":0.000007712166,"domain_scores_codex":[0.9985309,0.0001743446,0.0002980256,0.0002874171,0.0004123173,0.0002969728],"domain_scores_gemma":[0.9993227,0.000199942,0.0001133882,0.000147432,0.00009301139,0.0001235909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006702765,0.0003036025,0.000547293,0.000336343,0.000989472,0.00008752503,0.01776879,0.0557481,0.00009597564,0.4899529,0.4024774,0.03162554],"study_design_scores_gemma":[0.0005455717,0.00004803815,0.001555542,0.0001639255,0.0001016785,0.00000977491,0.00608593,0.1149072,0.0006819933,0.004397022,0.8712126,0.0002906866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002390941,0.000757382,0.5962127,0.299117,0.001345121,0.0004035868,0.00001545121,0.0001403125,0.1017694],"genre_scores_gemma":[0.6074539,0.001960678,0.3063962,0.02774682,0.00165956,0.0003106212,0.0001629758,0.000163433,0.05414582],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6072148,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183870023460668,"score_gpt":0.2805714687197001,"score_spread":0.2287327684850934,"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."}}