{"id":"W4240089830","doi":"10.1063/1.4913614.4","title":"10.1063/1.4913614.4","year":2015,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006161031,0.002185148,0.001804508,0.002938711,0.0007224452,0.004069228,0.003028368,0.002835845,0.6847633],"category_scores_gemma":[0.002718556,0.0009829417,0.001160698,0.006707684,0.0004892092,0.002688583,0.003258035,0.00217678,0.8660902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008298,"about_ca_system_score_gemma":0.001161113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755197,"about_ca_topic_score_gemma":0.005958549,"domain_scores_codex":[0.9993143,0.00006056634,0.00006460781,0.0002076353,0.0001985199,0.000154424],"domain_scores_gemma":[0.999268,0.0001004674,0.00005686537,0.0002957575,0.0001405229,0.000138428],"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":[0.00005083875,0.00002620776,0.0007185542,0.0004677307,0.00002307988,0.00002246402,0.00001321089,0.0002594825,0.0001761496,0.000628359,0.9843825,0.01323144],"study_design_scores_gemma":[0.00008049723,0.00001185697,0.001404276,0.0001475779,0.00001044603,0.00004121218,0.00002498413,0.0002397167,0.0003112011,0.0009019872,0.9968078,0.00001853376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001100502,0.0001693904,0.0001962944,0.0001187496,0.00005454179,0.00002793714,0.9858046,0.003218623,0.01029985],"genre_scores_gemma":[0.001038614,0.0003382841,0.0003793007,0.0001933218,0.00002690731,0.00009667811,0.9853484,0.0005705061,0.01200801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3152367,"threshold_uncertainty_score":0.4496468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997932263016065,"score_gpt":0.2405306168281599,"score_spread":0.2205512941979992,"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."}}