{"id":"W2766063405","doi":"10.1007/s11116-017-9833-8","title":"My way or the highway? Framing transportation planners’ attitudes in negotiating professional expertise and public insight","year":2017,"lang":"en","type":"article","venue":"Transportation","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec-Société et Culture; McGill University","keywords":"Negotiation; Framing (construction); Planner; Transportation planning; Scope (computer science); Public relations; Political science; Sociology; Transport engineering; Engineering; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0384387,0.0004612841,0.0005829503,0.003762496,0.01102601,0.01678108,0.002000652,0.01396338,0.01333058],"category_scores_gemma":[0.09648902,0.0007211867,0.0006507837,0.002271323,0.03846734,0.02132775,0.009859413,0.01227103,0.0006159006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01338049,"about_ca_system_score_gemma":0.008601309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354067,"about_ca_topic_score_gemma":0.01181053,"domain_scores_codex":[0.9669394,0.02459017,0.0005445856,0.00141301,0.002631206,0.003881416],"domain_scores_gemma":[0.9170227,0.06494971,0.005097836,0.002612522,0.004527195,0.00579014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001146046,0.0001341352,0.007711739,0.00008162022,0.0000352666,0.0005252536,0.1195062,0.001490789,0.0001956474,0.8491761,0.008380987,0.01264759],"study_design_scores_gemma":[0.00008270852,0.00004790629,0.004321354,0.0003162005,0.00004080453,0.0001304323,0.1936714,0.002498071,0.0002155825,0.7605906,0.03802779,0.00005716227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.292188,0.001188367,0.02616574,0.3917829,0.0007240511,0.00007128451,0.00006599502,0.00003993805,0.2877738],"genre_scores_gemma":[0.994498,0.0001595458,0.0007655926,0.003175082,0.00009858724,0.00001848781,0.000006061652,0.00001628721,0.001262321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0384387,"threshold_uncertainty_score":0.2032858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161407073683176,"score_gpt":0.2577571194334819,"score_spread":0.1416164120651643,"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."}}