{"id":"W1530732966","doi":"10.7202/1064029ar","title":"'A Tale of Two Cities'","year":2010,"lang":"en","type":"article","venue":"Sens public","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Massey University","keywords":"CONTEST; Status quo; Passion; Energy (signal processing); Sustainable energy; Political science; Global warming; Agency (philosophy); Ivory tower; Atomic energy; Action (physics); Climate change; Media studies; Environmental ethics; Sociology; Social science; Law; Engineering; Psychology; Renewable energy; Philosophy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001492883,0.00009197211,0.00008900427,0.00004584513,0.00007319359,0.00002068151,0.0001865974,0.00004318983,0.009832436],"category_scores_gemma":[0.00003617068,0.00008637817,0.00003463569,0.0001954148,0.0003221711,0.000227014,0.0002205067,0.0001231339,0.0007899819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005502316,"about_ca_system_score_gemma":0.00001303197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003825836,"about_ca_topic_score_gemma":0.000197133,"domain_scores_codex":[0.9991673,0.00001293713,0.0001374678,0.0001636003,0.0002157477,0.0003030077],"domain_scores_gemma":[0.9995909,0.00001768212,0.00004913363,0.0002338474,0.000003429576,0.0001050491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008382523,0.0002303853,0.7093061,0.00001691106,0.00002679484,0.00002321378,0.001354516,0.00007049122,0.2064163,0.008697488,0.02849679,0.04535258],"study_design_scores_gemma":[0.001029087,0.00006055869,0.593509,0.000003298522,0.000011231,0.00004821299,0.001197596,0.0003127349,0.03208471,0.008205037,0.3629979,0.0005406674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871022,0.000003092009,0.00001353074,0.0005873062,0.0001374616,0.00007194737,0.000002885112,0.00002796518,0.1281337],"genre_scores_gemma":[0.9917791,0.000002669595,0.001062764,0.0002320061,0.0000618275,0.000005403012,0.000008717973,0.00001167168,0.006835769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345011,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00836767866617906,"score_gpt":0.2173319865991659,"score_spread":0.2089643079329869,"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."}}