{"id":"W2756121433","doi":"10.12943/cnr.2017.00004","title":"DEVELOPMENT OF A HYDROGEN MANAGEMENT CONCEPT FOR THE CANADIAN SUPERCRITICAL WATER-COOLED REACTOR","year":2017,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Hydrogen; Nuclear engineering; Supercritical fluid; Hydrogen production; Waste management; Environmental science; Nuclear reactor; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006019945,0.0004121411,0.0002262848,0.0004381692,0.0008652989,0.0006078939,0.00102786,0.0006961573,0.001118144],"category_scores_gemma":[0.0003292738,0.0002361005,0.0003904708,0.000358581,0.0007443641,0.0006874648,0.0004106451,0.0008540754,0.0002812103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007423154,"about_ca_system_score_gemma":0.008602081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1925157,"about_ca_topic_score_gemma":0.2184737,"domain_scores_codex":[0.9995145,0.00001997601,0.00001001311,0.00005579425,0.0003475292,0.00005221109],"domain_scores_gemma":[0.9998007,0.000008895646,0.00001678973,0.000009063124,0.0001466491,0.00001796041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003164711,0.000110561,0.001117395,0.001225558,0.00004222779,0.0005769408,0.0006445985,0.0180825,0.7341055,0.09434548,0.007190728,0.142242],"study_design_scores_gemma":[0.00006424907,0.0006617079,0.003925359,0.0001133533,0.00007383952,0.000497621,0.0002719815,0.02555898,0.6378357,0.002317368,0.3285302,0.0001496312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4487433,0.04065964,0.3104798,0.004650604,0.001665097,0.001456173,0.0007141685,0.001219324,0.1904119],"genre_scores_gemma":[0.8423531,0.01458906,0.08620875,0.0004903952,0.0001034304,0.0002746868,0.0003153534,0.00008901323,0.05557626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8074843,"threshold_uncertainty_score":0.3827903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525091574369417,"score_gpt":0.2808657198458321,"score_spread":0.2283565624088904,"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."}}