{"id":"W6964201644","doi":"10.26190/unsworks/18473","title":"Lost in transition: competing discourses and Australia's energy future","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (UNSW Sydney)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Field (mathematics); Energy (signal processing); Population; Work (physics); Energy policy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000258667,0.0003694049,0.0003872919,0.00007166906,0.000115659,0.00007763588,0.0002549116,0.000500284,0.00232837],"category_scores_gemma":[0.00003436646,0.0003709434,0.00007942839,0.0004103891,0.000163229,0.0002978911,0.00004885197,0.0004635726,0.00006474135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136117,"about_ca_system_score_gemma":0.00004177824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895232,"about_ca_topic_score_gemma":0.03203442,"domain_scores_codex":[0.9980226,0.00009101425,0.0003307019,0.00062206,0.0004677858,0.000465911],"domain_scores_gemma":[0.9992628,0.00004949976,0.0001939716,0.0002885116,0.00002504186,0.0001801519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004080158,0.00368612,0.1294612,0.005709486,0.0003689966,0.002593791,0.5211502,0.01307791,0.002287002,0.01528127,0.1462234,0.1560804],"study_design_scores_gemma":[0.003615767,0.0004709723,0.208842,0.002883279,0.0003256832,0.00009612778,0.5757203,0.001165083,0.0007638784,0.01906502,0.1829138,0.004138082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983162,0.001183033,0.00001512983,0.000988255,0.0007536313,0.0002309757,0.0000502093,0.00003607613,0.01358065],"genre_scores_gemma":[0.9836066,0.0008273584,0.0001472119,0.0002748778,0.0005428149,0.00004686929,0.00087024,0.00005643795,0.01362754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1519423,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364486566203677,"score_gpt":0.2644514998597997,"score_spread":0.2508066341977629,"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."}}