{"id":"W4413522662","doi":"10.64628/aam.hdkceechr","title":"Nuclear fusion breakthrough: Decades of research are still needed before fusion can be used as clean energy","year":2023,"lang":"en","type":"article","venue":"","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Fusion; Nuclear fusion; Clean energy; Nuclear engineering; Fusion power; Environmental science; Natural resource economics; Risk analysis (engineering); Business; Engineering; Economics; Nuclear physics; Physics; Philosophy","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":[0.01921369,0.001299366,0.001945125,0.001903321,0.003537647,0.009987911,0.002025644,0.01073807,0.04385766],"category_scores_gemma":[0.01923539,0.000341101,0.001336655,0.002016636,0.009577316,0.01732017,0.006381732,0.01249699,0.00977627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008475224,"about_ca_system_score_gemma":0.03934362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008427357,"about_ca_topic_score_gemma":0.01030051,"domain_scores_codex":[0.9943204,0.001683567,0.0003300434,0.0005293125,0.001888444,0.001248261],"domain_scores_gemma":[0.9665281,0.01378719,0.001993022,0.001594483,0.01040256,0.005694629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006233193,0.0005780967,0.002064104,0.00437178,0.0002249958,0.0002154697,0.001031553,0.0006713772,0.004349037,0.3057003,0.4483053,0.2318647],"study_design_scores_gemma":[0.00005588869,0.0002897974,0.00166638,0.004175268,0.00008086546,0.0001106401,0.00601598,0.0003898503,0.001354054,0.1879619,0.7978157,0.00008375192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003951616,0.1942873,0.004112098,0.7478554,0.01942903,0.00005566903,0.0006641915,0.0001797217,0.02946497],"genre_scores_gemma":[0.179387,0.341825,0.02016835,0.390498,0.02230343,0.0002285904,0.002313755,0.0002537581,0.04302212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04385766,"threshold_uncertainty_score":0.1467185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874848108996794,"score_gpt":0.3838377975061031,"score_spread":0.3050893164161352,"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."}}