{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001076704,0.00007802231,0.00009835966,0.0002230589,0.0008992908,0.0001290995,0.0002612464,0.00009030421,0.0003019959],"category_scores_gemma":[0.0005279373,0.00006125579,0.00001809053,0.0007749383,0.0003121194,0.0002891528,0.0001166903,0.0003560118,0.0003469824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005676821,"about_ca_system_score_gemma":0.0001838992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004779019,"about_ca_topic_score_gemma":0.0006761519,"domain_scores_codex":[0.9981499,0.0001261842,0.00009414386,0.0002079783,0.0008193938,0.0006024482],"domain_scores_gemma":[0.9992652,0.0003248521,0.00002342092,0.0001497109,0.0001097251,0.0001271069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002680018,0.00003343858,0.3814499,0.0002563807,0.00005265925,0.00004969754,0.07084757,0.00039765,0.002886837,0.05812769,0.3661858,0.1194443],"study_design_scores_gemma":[0.0004963453,0.0002663571,0.839801,0.0001164947,0.000002777323,0.000002079695,0.005171772,0.000411557,0.004341279,0.02111181,0.1280404,0.0002381596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612204,0.00004753717,4.623491e-7,0.001367283,0.0001280034,0.0001581232,0.000007641645,0.00007305565,0.03699753],"genre_scores_gemma":[0.99431,0.00286352,0.0000219292,0.00009425697,0.000322417,0.0000231723,0.000008103008,0.000009434817,0.002347195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.458351,"threshold_uncertainty_score":0.6916708,"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."}}