{"id":"W617615494","doi":"","title":"Competing Interests - Implementing Change in Mississauga","year":2012,"lang":"en","type":"article","venue":"2012 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: INNOVATIONS AND OPPORTUNITIES","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Behaviour change; Focus (optics); Change management (ITSM); Transport engineering; Environmental planning; Business; Operations management; Geography; Engineering; Psychology","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":[0.0007007027,0.0001539013,0.0002418836,0.0002880674,0.0001814078,0.00004763288,0.0000994124,0.00007589057,0.0002044021],"category_scores_gemma":[0.00004095803,0.0001468472,0.00003784132,0.0004796323,0.00006452918,0.001941666,0.000006624373,0.000123985,2.551404e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000560032,"about_ca_system_score_gemma":0.0001936965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04380666,"about_ca_topic_score_gemma":0.4136105,"domain_scores_codex":[0.998408,0.00002577506,0.0007448897,0.0001361234,0.000395036,0.0002901387],"domain_scores_gemma":[0.9983037,0.00006751063,0.0009312544,0.0001014404,0.0005690752,0.00002700307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001744881,0.00005097178,0.7161251,0.0003394469,0.00003134685,6.244834e-7,0.00261066,0.000006163702,0.0003984184,0.2781788,0.0005587459,0.001682327],"study_design_scores_gemma":[0.000556951,0.000006035648,0.9797823,0.0001832066,0.00005715862,2.519241e-7,0.005501902,0.0001301272,0.000291879,0.0007203291,0.01259177,0.0001780402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904341,0.00009391581,0.00009364547,0.006376006,0.0001961217,0.0003029159,0.0001540528,0.00001941356,0.002329894],"genre_scores_gemma":[0.9981875,0.00004936547,0.00008350064,0.0008641243,0.0001084436,0.00004126316,0.0005073096,0.00001228327,0.0001461582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698039,"threshold_uncertainty_score":0.9625607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08179360696972089,"score_gpt":0.2629178218995835,"score_spread":0.1811242149298626,"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."}}