{"id":"W2738915422","doi":"10.1177/2399654417720798","title":"Planners' perceptions of the influence of leadership on coordinating plans","year":2017,"lang":"en","type":"article","venue":"Environment and Planning C Politics and Space","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformational leadership; Facilitator; Public relations; Perception; Shared leadership; Context (archaeology); Followership; Transactional leadership; Servant leadership; Set (abstract data type); Politics; Leadership studies; Neuroleadership; Political science; Leadership; Sociology; Knowledge management; Leadership style; Psychology; Social psychology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007356491,0.0002764809,0.000266948,0.00155789,0.008334947,0.004102145,0.0007966521,0.0006330265,0.003617314],"category_scores_gemma":[0.01749719,0.0004891306,0.0002395991,0.001524554,0.006562219,0.001301398,0.002233933,0.001671984,0.0002190401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01519262,"about_ca_system_score_gemma":0.02275075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4771536,"about_ca_topic_score_gemma":0.6651909,"domain_scores_codex":[0.9942333,0.002725859,0.0001710873,0.000296508,0.001029503,0.001543646],"domain_scores_gemma":[0.9872884,0.004933989,0.001857051,0.0003461713,0.002018786,0.003555595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002004428,0.0001253803,0.1114944,0.0001490081,0.00002676518,0.001137573,0.8522622,0.001244097,0.001049653,0.005945738,0.004443301,0.02192149],"study_design_scores_gemma":[0.00003406132,0.0001209453,0.07923093,0.0001336008,0.00001768859,0.000177836,0.8894556,0.0006617986,0.0001777794,0.0009243949,0.0290099,0.00005544845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720414,0.0002304624,0.0007503094,0.001830136,0.00002373332,0.00009983471,0.00007767694,0.00002182391,0.0249247],"genre_scores_gemma":[0.9985977,0.0001351494,0.0001991623,0.00008341923,0.000003214649,0.00001794742,0.00002617441,0.000004096104,0.0009331318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4771536,"threshold_uncertainty_score":0.9487526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07917862744470495,"score_gpt":0.3576868567815478,"score_spread":0.2785082293368428,"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."}}