{"id":"W4404050061","doi":"10.1177/25148486241291942","title":"Organised abandonment in Lebanon's Litani River Basin","year":2024,"lang":"en","type":"article","venue":"Environment and Planning E Nature and Space","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Orient-Institut Beirut; Social Science Research Council","keywords":"Abandonment (legal); Structural basin; Geology; Hydrology (agriculture); Geography; Geomorphology; Political science; Geotechnical engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001855092,0.0001015893,0.0001048843,0.00004258569,0.0001298812,0.00009262164,0.00005292922,0.0001942685,0.0001491348],"category_scores_gemma":[0.00001392553,0.00008367092,0.00001760302,0.0000674879,0.0001167189,0.0001766061,0.00003153638,0.0003422399,0.00001154046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005196361,"about_ca_system_score_gemma":0.00001530435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200898,"about_ca_topic_score_gemma":0.0000318023,"domain_scores_codex":[0.9992884,0.00003743347,0.00006991185,0.0002251966,0.0001893013,0.0001897242],"domain_scores_gemma":[0.9998043,0.00005632459,0.00001716439,0.00005800619,0.000001598575,0.00006267279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009845327,0.00005410279,0.60905,0.000106326,0.0000800909,0.0005580683,0.2726116,0.00008475857,0.00264496,0.02011223,0.08288374,0.01171558],"study_design_scores_gemma":[0.0002189529,0.00002900107,0.199691,0.00009716972,0.00001182103,0.000002647689,0.001383984,0.00003967509,0.0002578655,0.001281366,0.7968296,0.0001569099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782256,0.01372865,0.00004148687,0.002940245,0.0002476798,0.0001160077,0.000009362303,0.00002883041,0.004662133],"genre_scores_gemma":[0.9918569,0.002422072,0.0002392759,0.0002790589,0.0002301493,0.000002520188,0.000005293825,0.000008154613,0.004956538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7139459,"threshold_uncertainty_score":0.3412001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004701362467721918,"score_gpt":0.2284014690746751,"score_spread":0.2237001066069531,"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."}}