{"id":"W4225133347","doi":"10.1177/23996544221092920","title":"De-politicising and re-politicising transport infrastructure futures","year":2022,"lang":"en","type":"article","venue":"Environment and Planning C Politics and Space","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Futures contract; Politics; Work (physics); Transformational leadership; Political science; Sociology; Political economy; Public administration; Public relations; Economics; Law; Engineering","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":[0.01251863,0.0003855669,0.0003371437,0.001469257,0.01255036,0.008891902,0.00131977,0.001929863,0.004596856],"category_scores_gemma":[0.01353573,0.0003909086,0.000463937,0.0017476,0.02290451,0.006184919,0.008809356,0.00435578,0.0003101843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01906926,"about_ca_system_score_gemma":0.01984445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0546163,"about_ca_topic_score_gemma":0.1189426,"domain_scores_codex":[0.9898692,0.005511871,0.0002355011,0.000836801,0.001375885,0.002170684],"domain_scores_gemma":[0.9951254,0.002142652,0.0005617074,0.0006760155,0.000644134,0.0008501114],"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":[0.00002942237,0.0000317444,0.005850361,0.00008382228,0.00002322138,0.0006898194,0.2252641,0.002577715,0.001067906,0.7403545,0.003884227,0.02014303],"study_design_scores_gemma":[0.00002061781,0.00005716338,0.01094816,0.0001819832,0.00003223875,0.0003273192,0.3779517,0.005053227,0.001495245,0.2320331,0.371827,0.00007238246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5919972,0.0008522258,0.03657811,0.0334788,0.0002663587,0.0002598359,0.00005750618,0.00009002075,0.3364199],"genre_scores_gemma":[0.9904736,0.0001505473,0.001715335,0.0002430151,0.000016417,0.00002268266,0.00001592479,0.00002514859,0.007337309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0546163,"threshold_uncertainty_score":0.1383578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105682353580247,"score_gpt":0.242151994879465,"score_spread":0.2310951713436626,"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."}}