{"id":"W7038477123","doi":"","title":"IMPACT DE LA CONCEPTION DES FENETRES EN MILIEU ARIDE SUR LA PERCEPTION ET LE COMPORTEMENT DES USAGERS DES ESPACES DE BUREAU VIS A VIS DE L’ECLAIRAGE","year":2006,"lang":"fr","type":"dissertation","venue":"University of Biskra Theses Repository (University of Biskra)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public accounting; Publics; Nova scotia","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001330817,0.0006155235,0.0008908514,0.0007153199,0.001607283,0.00006660324,0.0007715406,0.001002237,0.0003863141],"category_scores_gemma":[0.00006331955,0.0008535192,0.000809386,0.0004984871,0.003082896,0.0007505293,0.0001741238,0.0006816214,0.00001278722],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004593254,"about_ca_system_score_gemma":0.002129321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5637055,"about_ca_topic_score_gemma":0.07094802,"domain_scores_codex":[0.9942252,0.003229595,0.0003997245,0.000793384,0.0004952642,0.0008568043],"domain_scores_gemma":[0.996505,0.001198594,0.000998896,0.0005086555,0.0003199062,0.0004689904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004932375,0.003891035,0.5606151,0.003157217,0.001515638,0.001216245,0.2222055,0.004053135,0.1627088,0.0009000649,0.001598284,0.03320655],"study_design_scores_gemma":[0.002589659,0.0009747557,0.7929187,0.001133702,0.0008683398,0.0001407011,0.1931832,0.0008023132,0.001970628,0.0002519795,0.004562633,0.0006033307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698355,0.001359052,0.004439954,0.0001090185,0.0001473386,0.000548616,0.0002154245,0.0001179978,0.02322711],"genre_scores_gemma":[0.9818304,0.003907004,0.004816222,0.00002865037,0.00005770369,5.818433e-7,0.0003794764,0.00005437746,0.008925579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4927575,"threshold_uncertainty_score":0.9996925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504235430480702,"score_gpt":0.3305493914268173,"score_spread":0.3055070371220103,"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."}}