{"id":"W2560662210","doi":"","title":"Formation à la conception innovante","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Art","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":[0.007189393,0.0008446565,0.0005048287,0.002196042,0.004704149,0.0110684,0.002395324,0.003354367,0.02323192],"category_scores_gemma":[0.01051468,0.0007019155,0.001295011,0.00161202,0.01602995,0.01040737,0.008554609,0.004575406,0.004059328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116977,"about_ca_system_score_gemma":0.01109964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202637,"about_ca_topic_score_gemma":0.02003638,"domain_scores_codex":[0.9930992,0.003212136,0.0002647458,0.001181192,0.001567228,0.0006756397],"domain_scores_gemma":[0.9930753,0.00235401,0.0004052818,0.001862221,0.001577946,0.0007253865],"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":[0.000009745127,0.00001179729,0.0002886231,0.0000362721,0.000005361218,0.00006708322,0.004203955,0.0002568269,0.0001920518,0.9807937,0.002523084,0.01161139],"study_design_scores_gemma":[0.00002758264,0.0000455003,0.0007928468,0.0002073407,0.00002000773,0.0002344317,0.004689693,0.002649285,0.001078448,0.3579721,0.6322511,0.00003171115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02625649,0.002979709,0.3240263,0.02959251,0.001114237,0.0003257115,0.000203367,0.0006476306,0.6148541],"genre_scores_gemma":[0.5828429,0.003596689,0.1837,0.003214857,0.0004568087,0.0005561835,0.0003708809,0.00059053,0.2246711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02323192,"threshold_uncertainty_score":0.08104277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896695874513672,"score_gpt":0.247890554021822,"score_spread":0.2289235952766853,"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."}}