{"id":"W7101853039","doi":"10.1016/j.futures.2025.103730","title":"Beyond linear progress: Towards a material-temporal understanding of infrastructural unmaking","year":2025,"lang":"en","type":"article","venue":"Futures","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas; University of Victoria","keywords":"Temporality; Temporalities; Foregrounding; Futures contract; Extant taxon; Materiality (auditing)","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":[0.0001920338,0.000125688,0.0002078742,0.00009195667,0.0003616775,0.00008468786,0.0002844725,0.00014581,0.000337978],"category_scores_gemma":[0.00003955188,0.0001034558,0.00007313713,0.0003197602,0.0004644269,0.000247191,0.00008024655,0.0001169271,0.000001677682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624896,"about_ca_system_score_gemma":0.0002559946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672824,"about_ca_topic_score_gemma":0.001021278,"domain_scores_codex":[0.9989077,0.00007576492,0.0002354467,0.0001784909,0.0003123578,0.0002902247],"domain_scores_gemma":[0.9995865,0.00001596152,0.0001496003,0.0001425793,0.00006034678,0.00004497883],"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":[0.0002230779,0.0000349064,0.09254035,0.0002671354,0.0001747031,0.00001844496,0.03540652,0.00007278196,0.002470753,0.8135648,0.02956842,0.02565812],"study_design_scores_gemma":[0.001603282,0.0002192823,0.1780998,0.0007208197,0.00014279,0.000005054701,0.1130167,0.0001160599,0.06230668,0.4451504,0.1976424,0.0009767439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940926,0.000420048,0.00103682,0.001955935,0.003506687,0.000325496,0.00007331946,0.0001240291,0.05163165],"genre_scores_gemma":[0.9970133,0.00002456937,0.001575038,0.00019606,0.0006293933,0.000005415885,0.000012765,0.000008141848,0.0005353479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684143,"threshold_uncertainty_score":0.4218805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819710219913104,"score_gpt":0.3094740217319716,"score_spread":0.2912769195328406,"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."}}