{"id":"W3186594820","doi":"10.3390/su13158136","title":"From Sustainable Development Goals to Sustainable Cities: A Social Media Analysis for Policy-Making Decision","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Outreach; Sustainable development; Social media; Context (archaeology); Public relations; Political science; Process (computing); Sustainable community; Content analysis; Descriptive statistics; Business; Knowledge management; Sociology; Computer science; Geography; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006460545,0.0006761228,0.0004132934,0.009597932,0.003823717,0.0133142,0.001033545,0.001820202,0.006321112],"category_scores_gemma":[0.01780144,0.000368356,0.0008268181,0.01164717,0.003912572,0.01637673,0.00449271,0.002357143,0.0009396238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005725597,"about_ca_system_score_gemma":0.004409641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184379,"about_ca_topic_score_gemma":0.01267564,"domain_scores_codex":[0.9944404,0.003553602,0.0003206904,0.00039149,0.0008596307,0.0004342745],"domain_scores_gemma":[0.97975,0.01662159,0.001160699,0.0005764227,0.001427867,0.0004634059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004412039,0.0007771718,0.07525701,0.002663591,0.0002646663,0.002751358,0.2315026,0.0109519,0.003052003,0.395662,0.042531,0.2341455],"study_design_scores_gemma":[0.00003999372,0.0001328495,0.02608829,0.001974945,0.0001251016,0.0002424373,0.5828373,0.04701092,0.002478086,0.1491391,0.1897711,0.0001597812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6617404,0.003006839,0.08574761,0.0615718,0.0008310319,0.002406496,0.01247906,0.000392571,0.1718241],"genre_scores_gemma":[0.9423943,0.001630144,0.04530747,0.001028052,0.0002297601,0.001044534,0.002728601,0.0001178026,0.005519361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133142,"threshold_uncertainty_score":0.04154229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032791381195979,"score_gpt":0.2679207872714998,"score_spread":0.25759287345954,"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."}}