{"id":"W7128528214","doi":"10.64903/1480-6800.22.3.231","title":"The Difficult Choice between Exurbanization and Coexistence of the City and the Gas Industry in the Gas Field of Hassi R'Mel, Algeria","year":2019,"lang":"","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relocation; Locality; Residence; Natural gas field; Field (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001818327,0.0002041917,0.0002973696,0.00006506698,0.0007259288,0.0002493728,0.001152226,0.0001876061,0.0001175786],"category_scores_gemma":[0.0002842537,0.00008775417,0.0001102566,0.002303047,0.002891921,0.0002317453,0.0003709874,0.0006515437,0.000002049829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007614761,"about_ca_system_score_gemma":0.00004001836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747694,"about_ca_topic_score_gemma":0.007562444,"domain_scores_codex":[0.9973003,0.0008570848,0.0004836125,0.000340647,0.000645208,0.0003731182],"domain_scores_gemma":[0.9970252,0.001762336,0.0004697146,0.0005881313,0.0001082499,0.0000463784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004187039,0.00004864551,0.9689287,0.00003532081,0.00004601688,2.248574e-7,0.01070785,0.000008755175,0.00001604734,0.01355341,0.0007450153,0.005868151],"study_design_scores_gemma":[0.0007962693,0.00005196665,0.970081,0.0001819736,0.0001089649,2.716764e-7,0.01856902,0.00007243647,0.00003977283,0.00281008,0.007148077,0.000140134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504763,0.001343097,0.00000397307,0.01346178,0.0003212862,0.001070768,0.000004111033,0.000005907138,0.0333127],"genre_scores_gemma":[0.9952977,0.0007825694,0.0000042239,0.0004782681,0.00009475753,0.000017548,8.163775e-7,0.00000691316,0.003317244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04482129,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363353204489946,"score_gpt":0.2656196319905111,"score_spread":0.2519860999456117,"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."}}