{"id":"W4391331739","doi":"10.1080/13528165.2023.2272491","title":"On Dammed Landscapes and Invasive Infrastructures","year":2023,"lang":"en","type":"article","venue":"Performance Research","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008620691,0.0003379702,0.0001916322,0.0008308226,0.004877591,0.004960079,0.0007708329,0.002083618,0.007274366],"category_scores_gemma":[0.001276265,0.0001381767,0.0001402536,0.001062091,0.04185333,0.006898557,0.006509596,0.002383456,0.0004262526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313608,"about_ca_system_score_gemma":0.0008179526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236905,"about_ca_topic_score_gemma":0.008130202,"domain_scores_codex":[0.9993833,0.0003145939,0.000008585525,0.00008085413,0.00008237307,0.0001303004],"domain_scores_gemma":[0.9995459,0.0002603824,0.00006192231,0.00005532685,0.00002836855,0.00004810228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004652659,0.000004012595,0.0002770752,0.00002892046,0.000001428744,0.0001891284,0.02906982,0.0001229108,0.00009610796,0.9626254,0.00296043,0.004620119],"study_design_scores_gemma":[0.000006336599,0.0000244683,0.001973938,0.0004036028,0.000005692824,0.0006099186,0.06949207,0.0002382919,0.0002486411,0.3847122,0.5422642,0.00002070266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1292308,0.02472223,0.008183749,0.04413862,0.0006817727,0.00002491633,0.00008587209,0.00004268514,0.7928893],"genre_scores_gemma":[0.9606449,0.01030016,0.001057275,0.003620781,0.0003453497,0.00002929155,0.00003274732,0.00004256303,0.02392692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007274366,"threshold_uncertainty_score":0.02433515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877815230956545,"score_gpt":0.3868257232683607,"score_spread":0.3280475709587952,"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."}}