{"id":"W4415428171","doi":"10.1071/aj21478","title":"Panel Discussion: New Energy Technologies – Opportunities and Realities","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CBC (Canada)","funders":"","keywords":"Key (lock); Emerging technologies; New energy; Focus (optics); Plenary session; Session (web analytics); Panel discussion","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002769709,0.0001547968,0.0001670796,0.0001377714,0.0004831537,0.0001596389,0.0003882736,0.0001060094,0.00009446069],"category_scores_gemma":[0.00007407133,0.00007653561,0.00007199078,0.0002475518,0.0002449224,0.0001639441,0.0002337158,0.0002383606,0.00003724515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001995993,"about_ca_system_score_gemma":0.00008226238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670003,"about_ca_topic_score_gemma":0.000579697,"domain_scores_codex":[0.9989695,0.0001011243,0.0002192697,0.0001132879,0.0002177565,0.0003790531],"domain_scores_gemma":[0.9994231,0.00007405748,0.00009614421,0.0002572861,0.00002742824,0.000121931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001400517,0.000004220424,0.000004759429,0.000003767715,0.00003234696,0.00005268019,0.0008808608,0.0001484443,0.00003462516,0.7605308,0.05466197,0.1836315],"study_design_scores_gemma":[0.0001543548,0.00003004326,0.00009909028,0.00003194868,0.00001319325,0.0004544015,0.00928338,0.00005137049,0.0001715089,0.2665275,0.7230816,0.0001015848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05293222,0.008555979,0.0002888629,0.5572679,0.001844187,0.0001100375,0.00004554659,0.002628295,0.3763269],"genre_scores_gemma":[0.9047884,0.02354891,0.00007385034,0.001292289,0.001036207,0.000006809706,0.00001573185,0.00003342173,0.06920432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8518562,"threshold_uncertainty_score":0.4036264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0855549311500016,"score_gpt":0.2678147276869123,"score_spread":0.1822597965369107,"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."}}