{"id":"W33406050","doi":"10.2196/25456","title":"Etude et minimisation des consommations des systèmes de climatisation automobile","year":2002,"lang":"en","type":"dissertation","venue":"JMIR Mental Health","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01713545,0.001100648,0.0009554866,0.002511746,0.002539794,0.005143809,0.001949745,0.001579415,0.004429532],"category_scores_gemma":[0.04070893,0.0005629049,0.001142523,0.001307815,0.001405237,0.004055112,0.002563897,0.001949912,0.0007232216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426663,"about_ca_system_score_gemma":0.009260013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03817529,"about_ca_topic_score_gemma":0.02954355,"domain_scores_codex":[0.9828852,0.007560242,0.0008722902,0.002106142,0.004981532,0.001594512],"domain_scores_gemma":[0.9786072,0.01030553,0.002279287,0.002042638,0.00586687,0.0008984379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008745251,0.0006581763,0.09737317,0.001223637,0.0008909762,0.0003018701,0.00286722,0.3067257,0.01297547,0.1177925,0.007240446,0.4510762],"study_design_scores_gemma":[0.0003432862,0.002353117,0.09450028,0.0006084369,0.000457951,0.0004853783,0.005264984,0.7923977,0.01514826,0.02965097,0.05854224,0.000247361],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5789322,0.004031857,0.3781221,0.005435748,0.0003882754,0.001286692,0.0008323482,0.001600648,0.02937009],"genre_scores_gemma":[0.9070103,0.0005093073,0.08741273,0.0001083739,0.00007994228,0.0004018028,0.000291467,0.0001198185,0.004066287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03817529,"threshold_uncertainty_score":0.09062201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015417644083462,"score_gpt":0.33810357693616,"score_spread":0.3179494004953254,"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."}}