{"id":"W2400375570","doi":"10.2166/nh.2016.244","title":"Combined analysis of temperature and rainfall variability as they relate to climate indices in Northern Algeria over the 1972–2013 period","year":2016,"lang":"en","type":"article","venue":"Hydrology research","topic":"Climate variability and models","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Climatology; Environmental science; Precipitation; Mediterranean climate; Climate change; Atmospheric circulation; North Atlantic oscillation; Mediterranean Basin; Period (music); Mean radiant temperature; Trend analysis; Atmospheric sciences; Geography; Geology; Meteorology; Oceanography; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006529133,0.0001343961,0.0003410845,0.0002185789,0.0002068634,0.00002834678,0.0004478926,0.0002197658,0.002028904],"category_scores_gemma":[0.0005554094,0.00007454266,0.00007232265,0.0009165563,0.0008717617,0.0001313906,0.0008082199,0.0003608101,0.0001399242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159005,"about_ca_system_score_gemma":0.00003062839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097014,"about_ca_topic_score_gemma":0.03127879,"domain_scores_codex":[0.9969302,0.001181562,0.0003390644,0.0005626563,0.0004086199,0.0005778575],"domain_scores_gemma":[0.9979541,0.001137327,0.00006287765,0.0006850392,0.00003147324,0.0001291993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000308674,0.0001239146,0.964259,0.000009105324,0.00008640697,0.000005515788,0.003577918,0.0007717251,0.02997463,0.0006250727,0.00003383198,0.0002242541],"study_design_scores_gemma":[0.0005932671,0.0002799202,0.985154,0.00001157577,0.00005415626,0.000002216932,0.0001078788,0.002526126,0.00009746537,0.01071392,0.0003365195,0.0001229941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903926,0.00001301693,0.000002274564,0.007047595,0.00002541003,0.0004721617,0.00003622323,0.00001199934,0.001998695],"genre_scores_gemma":[0.9994897,0.0001138921,0.00003380108,0.0001790714,0.000007919542,0.00006417742,0.000005688302,0.000009510934,0.00009629485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02987717,"threshold_uncertainty_score":0.9988834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897914197735396,"score_gpt":0.304635067811024,"score_spread":0.28565592583367,"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."}}