{"id":"W4400898479","doi":"","title":"Impact of thermally sensitive selfadaptive structures on the performance of a cooling device","year":2019,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006872399,0.0002054226,0.000269755,0.0001277713,0.00004387075,0.00002231855,0.0003158426,0.0001510348,0.0001748766],"category_scores_gemma":[0.00008204914,0.0001544511,0.0001213588,0.0002282603,0.00008510441,0.00004025169,0.00003424809,0.0002273221,0.00001295492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004696802,"about_ca_system_score_gemma":0.00008128793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004312817,"about_ca_topic_score_gemma":0.0001961762,"domain_scores_codex":[0.9985217,0.0007187573,0.0002312095,0.0001714474,0.0002006794,0.0001561535],"domain_scores_gemma":[0.9981874,0.0005536628,0.0001083235,0.0006589398,0.0004542597,0.00003745492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004574275,0.001330594,0.007837542,0.005229688,0.00593067,0.000009211773,0.1183595,0.4898626,0.097705,0.1549902,0.04005283,0.07823478],"study_design_scores_gemma":[0.001614259,0.00001093821,0.02891829,0.01008269,0.0002460146,0.00001220916,0.0004080989,0.5645519,0.3847544,0.00006819925,0.008043927,0.001288969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2274536,0.0004614645,0.03164717,0.0001387858,0.0001147481,0.0006858405,0.0002206151,0.0002225094,0.7390552],"genre_scores_gemma":[0.9848329,0.0004861944,0.002090947,0.00001179955,0.00001178124,0.000006279792,0.00006941487,0.0001427416,0.01234789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7573794,"threshold_uncertainty_score":0.6298335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008709418744380701,"score_gpt":0.2086069823698033,"score_spread":0.1998975636254226,"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."}}