{"id":"W2494863925","doi":"","title":"Etude du Rafraîchissement par la Géothermie, Application à l’Habitat","year":2009,"lang":"fr","type":"dissertation","venue":"University of Biskra Theses Repository (University of Biskra)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003469595,0.0006667581,0.001126249,0.0004662036,0.001188036,0.00003821432,0.001557913,0.0009561208,0.0003910962],"category_scores_gemma":[0.00002074043,0.000948077,0.0008314137,0.0007016109,0.0008525341,0.0004318022,0.0001977645,0.0004778232,0.000116517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676065,"about_ca_system_score_gemma":0.0003630541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07822833,"about_ca_topic_score_gemma":0.0154301,"domain_scores_codex":[0.99661,0.0005470689,0.0005570575,0.001013801,0.0007439282,0.0005281199],"domain_scores_gemma":[0.9956731,0.0002902196,0.001874185,0.001175849,0.0006618713,0.0003247597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004519147,0.008880893,0.04262545,0.004619725,0.006595623,0.001029366,0.08305744,0.1042581,0.4171851,0.1710221,0.006700719,0.1495063],"study_design_scores_gemma":[0.003983007,0.0009163172,0.2872095,0.001938439,0.002613399,0.00009397229,0.07965384,0.01132294,0.01569105,0.0005421284,0.5936616,0.002373793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515963,0.0009442474,0.003857958,0.0006273466,0.0003651283,0.0008693487,0.0001559518,0.0001872977,0.1413964],"genre_scores_gemma":[0.9638032,0.001280248,0.001919327,0.00002207331,0.0001324506,8.545794e-7,0.0003345743,0.00006661114,0.0324407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5869609,"threshold_uncertainty_score":0.999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004839187371352876,"score_gpt":0.1762619318252475,"score_spread":0.1714227444538947,"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."}}