{"id":"W7128495246","doi":"10.64903/1480-6800-26.3-4.301","title":"Weather Parameter Trends and Variability of the Water Balance in Constantine State, Algeria","year":2023,"lang":"","type":"article","venue":"Arab world geographer","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water balance; Linear regression; Trend analysis; Regression analysis; Balance (ability); Water supply; Distribution (mathematics); Production (economics)","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":[0.0003325913,0.0001132795,0.0001311591,0.0006014987,0.0001748615,0.0004981381,0.00009846284,0.0001185693,0.0004638521],"category_scores_gemma":[0.0004786962,0.00006035743,0.0001387048,0.001095772,0.0001631559,0.0002425939,0.0001656935,0.0001110822,0.00006612841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007052201,"about_ca_system_score_gemma":0.0003451833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03459655,"about_ca_topic_score_gemma":0.03361265,"domain_scores_codex":[0.9998641,0.00003209067,0.00001801678,0.00003191925,0.00002832364,0.00002547143],"domain_scores_gemma":[0.9996846,0.00006201252,0.0001313364,0.00002187118,0.00008400334,0.00001618599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319836,0.00003281847,0.9758537,0.00005387047,0.0001471868,0.0002148288,0.0007157143,0.00302328,0.002187284,0.0004633582,0.000539629,0.01663635],"study_design_scores_gemma":[0.000001052026,0.00001302239,0.9973483,0.000005117188,0.0000122619,0.00004285239,0.0003406482,0.001316786,0.0002278783,0.00003947353,0.0006486369,0.000003929686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983802,0.0001462481,0.0001609245,0.00005179325,0.000003216077,0.000001841113,0.00049946,0.000005950469,0.0007504292],"genre_scores_gemma":[0.9993404,0.00009526926,0.0001408132,0.000005688914,0.000004580798,0.000001791447,0.0002732275,0.000001299821,0.0001370456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459655,"threshold_uncertainty_score":0.06879038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006173471802426639,"score_gpt":0.2186694235897056,"score_spread":0.212495951787279,"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."}}