{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fed833773f56","filters":{"venue":"SuperIntelligence - Robotics - Safety & Alignment"}},"results":[{"id":"W4411012657","doi":"10.70777/si.v2i2.14755","title":"The First International AI Safety Report","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Mozilla Foundation; Royal Society; DeepMind","keywords":"Forensic engineering; Engineering","authors":[{"name":"Yoshua Bengio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02293576748403459,"gpt":0.361102392748586,"spread":0.3381666252645514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03155921,0.002075193,0.001427153,0.004765149,0.004369853,0.01921652,0.005169871,0.01078172,0.1719899],"category_scores_gemma":[0.06329245,0.0009863357,0.002988725,0.00286767,0.002598486,0.008914113,0.006541616,0.01205298,0.1967815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006206586,"about_ca_system_score_gemma":0.02949714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617611,"about_ca_topic_score_gemma":0.005662896,"domain_scores_codex":[0.9594317,0.006559899,0.002971849,0.002358631,0.02551642,0.003161454],"domain_scores_gemma":[0.9265959,0.01023774,0.003844028,0.008062004,0.04676549,0.004494818],"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":[0.00007619774,0.00006205363,0.0003610715,0.0002854865,0.00001587568,0.0001301009,0.0001525757,0.0001599317,0.0002185796,0.01275683,0.9437754,0.04200592],"study_design_scores_gemma":[0.00001428638,0.0000402926,0.0002414494,0.0003160816,0.000008858211,0.0001123926,0.00008585276,0.00006273441,0.0002580415,0.001910039,0.996936,0.00001405068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00163777,0.009728403,0.01413943,0.1047494,0.04322541,0.002079999,0.02336028,0.006535677,0.7945436],"genre_scores_gemma":[0.02596196,0.01531937,0.0148302,0.0643222,0.01272205,0.004797632,0.05458097,0.003271102,0.8041945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1719899,"threshold_uncertainty_score":0.5753635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412505633","doi":"10.70777/si.v2i3.15063","title":"Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vector Institute; Canadian Institute for Advanced Research; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Canadian Institute for Advanced Research","keywords":"Darwin (ADL); Computer science; Software engineering","authors":[{"name":"Jenny Zhang","is_ca":true},{"name":"Shengran Hu","is_ca":true},{"name":"Cong Lu","is_ca":true},{"name":"R. D. Lange","is_ca":false},{"name":"Jeff Clune","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01750147175455305,"gpt":0.2803470702291549,"spread":0.2628455984746019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167906,0.0005028654,0.0004847978,0.0005275081,0.0006906063,0.001157655,0.001595487,0.001210034,0.002358855],"category_scores_gemma":[0.006205842,0.0003869883,0.0006253699,0.0003384255,0.002719186,0.001475287,0.001455287,0.001213828,0.0004559798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008447784,"about_ca_system_score_gemma":0.001008966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782578,"about_ca_topic_score_gemma":0.001360453,"domain_scores_codex":[0.9995198,0.0001527553,0.00002126816,0.0001007334,0.0001527836,0.00005277929],"domain_scores_gemma":[0.998322,0.0008145462,0.0001553633,0.0004044744,0.0002137159,0.00008992409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001333462,0.0000655442,0.002987412,0.0002441497,0.0001089494,0.0003420681,0.0008348593,0.5342573,0.01822562,0.3565945,0.004208212,0.08199814],"study_design_scores_gemma":[0.00005012832,0.0001037947,0.0004460398,0.00003440079,0.00003307547,0.0001300338,0.00007659433,0.8593225,0.0060755,0.1209895,0.012701,0.00003739116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09733579,0.0005801345,0.8791125,0.0009115592,0.0001624408,0.0001607232,0.0001231577,0.00198833,0.01962548],"genre_scores_gemma":[0.6517857,0.0003877672,0.3398249,0.0002890339,0.00003982492,0.0002960724,0.0001670684,0.0003661104,0.006843461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002358855,"threshold_uncertainty_score":0.007891178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413417613","doi":"10.70777/si.v2i5.15569","title":"Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"SAFER; Path (computing); Computer science; Artificial intelligence; Risk analysis (engineering); Computer security; Medicine","authors":[{"name":"Yoshua Bengio","is_ca":true},{"name":"Michael K. Cohen","is_ca":false},{"name":"Damiano Fornasiere","is_ca":true},{"name":"Joumana Ghosn","is_ca":true},{"name":"Pietro Greiner","is_ca":true},{"name":"Matt MacDermott","is_ca":true},{"name":"Sören Mindermann","is_ca":true},{"name":"Adam M. Oberman","is_ca":true},{"name":"Jesse J. Richardson","is_ca":true},{"name":"Oliver Richardson","is_ca":true},{"name":"Marc-Antoine Rondeau","is_ca":true},{"name":"Pierre-Luc St-Charles","is_ca":true},{"name":"David Williams-King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02974086538017891,"gpt":0.3159395806666005,"spread":0.2861987152864216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014476,0.0008723676,0.0009360905,0.0008469368,0.00236101,0.006005204,0.002752167,0.004424789,0.00661209],"category_scores_gemma":[0.0324575,0.0008365517,0.001059598,0.0004066002,0.009197191,0.01227985,0.005913072,0.00660323,0.003443511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547999,"about_ca_system_score_gemma":0.003210552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865129,"about_ca_topic_score_gemma":0.002090773,"domain_scores_codex":[0.9930849,0.003153503,0.0002812668,0.0009289837,0.002077219,0.000474196],"domain_scores_gemma":[0.9738542,0.0129083,0.002455858,0.00664062,0.002697606,0.00144343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006395165,0.0002704421,0.01087279,0.0006174476,0.0002259535,0.001008351,0.00802671,0.03516531,0.009513899,0.7334629,0.02539363,0.1748031],"study_design_scores_gemma":[0.00008906709,0.0003588295,0.0008751242,0.0002864231,0.0001020754,0.0007345583,0.001256164,0.1184416,0.009159319,0.7376265,0.1309633,0.0001070208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04492379,0.002804108,0.8382654,0.05761417,0.0009677802,0.0002438045,0.0001614543,0.004367585,0.05065183],"genre_scores_gemma":[0.6580589,0.002107416,0.309834,0.008817745,0.0005520125,0.0003468171,0.0003065836,0.001060084,0.01891633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01014476,"threshold_uncertainty_score":0.05365121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413130428","doi":"10.70777/si.v2i5.15503","title":"The Singapore Consensus on Global AI Safety Research Priorities","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Pace; Autonomy; Trustworthiness; Software deployment; Public relations; Computer science; Political science; Business; Computer security; Law","authors":[{"name":"Yoshua Bengio","is_ca":true},{"name":"Max Tegmark","is_ca":false},{"name":"Stuart Russell","is_ca":false},{"name":"Dawn Song","is_ca":false},{"name":"Sören Mindermann","is_ca":true},{"name":"Lan Xue","is_ca":false},{"name":"Stephen Casper","is_ca":false},{"name":"C.-H. Luke Ong","is_ca":false},{"name":"Vanessa Wilfred","is_ca":false},{"name":"Tegan Maharaj","is_ca":false},{"name":"Ya-Qin Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1626971727495097,"gpt":0.4808835490017747,"spread":0.318186376252265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07729004,0.001610711,0.001988207,0.005107137,0.004605811,0.01687788,0.004522814,0.01292555,0.02159329],"category_scores_gemma":[0.05614609,0.0007813988,0.002720349,0.005578468,0.009474881,0.01949376,0.01909525,0.01622771,0.01039188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147438,"about_ca_system_score_gemma":0.07479668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143111,"about_ca_topic_score_gemma":0.01012307,"domain_scores_codex":[0.9443594,0.02104911,0.007693341,0.004280082,0.01834064,0.004277551],"domain_scores_gemma":[0.9091403,0.02590444,0.005212159,0.005271758,0.04257363,0.01189768],"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":[0.0001749047,0.00009323804,0.003221219,0.005004304,0.0001448511,0.0007717121,0.005211972,0.00196067,0.0009171347,0.2660944,0.5215364,0.1948691],"study_design_scores_gemma":[0.00001906872,0.00006672375,0.001588301,0.003604599,0.00005687886,0.0002327327,0.00407763,0.0003918481,0.0005966993,0.04973461,0.939559,0.00007183204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004101409,0.05904211,0.01049664,0.8188282,0.01802357,0.0001489104,0.001278927,0.0003399539,0.08774026],"genre_scores_gemma":[0.2459878,0.1433304,0.03376774,0.4571001,0.0102683,0.001552036,0.006959555,0.0009245747,0.1001095],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07729004,"threshold_uncertainty_score":0.4087536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413207531","doi":"10.70777/si.v2i5.15509","title":"In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate?","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; Institute on Governance","funders":"","keywords":"Harm; Geopolitics; Risk analysis (engineering); China; Business; Computer security; Political science; Computer science","authors":[{"name":"Ben Bucknall","is_ca":true},{"name":"Lara Thurnherr","is_ca":true},{"name":"Conor McGurk","is_ca":true},{"name":"Benjamin Harack","is_ca":false},{"name":"Yoshua Bengio","is_ca":false},{"name":"Robert Trager","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02611724820704924,"gpt":0.3797726841182025,"spread":0.3536554359111533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02109914,0.000345908,0.0004265296,0.001728309,0.01152534,0.01050245,0.001108016,0.003892603,0.00755511],"category_scores_gemma":[0.03036978,0.0003823426,0.0005594709,0.00183231,0.02050678,0.01485704,0.01006743,0.00481588,0.001064466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007440645,"about_ca_system_score_gemma":0.01166543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008758631,"about_ca_topic_score_gemma":0.008253164,"domain_scores_codex":[0.9823968,0.01045677,0.000424654,0.001401463,0.002235724,0.003084587],"domain_scores_gemma":[0.9750582,0.00891884,0.004659594,0.00292286,0.005169063,0.003271544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005531109,0.00005863215,0.02067539,0.00009831724,0.00003996497,0.00057991,0.0568644,0.001099805,0.0004771356,0.8843176,0.004049035,0.03168459],"study_design_scores_gemma":[0.00002855288,0.0001584949,0.01622465,0.0004078854,0.00004524749,0.0007299462,0.1401794,0.002928943,0.000959588,0.6776233,0.1606395,0.00007451104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4204,0.001972458,0.05851158,0.1125271,0.0005081755,0.0002229144,0.00008712882,0.0001106805,0.40566],"genre_scores_gemma":[0.9908631,0.0003498945,0.001915749,0.001933613,0.00003448398,0.00006197463,0.00001990843,0.00001719357,0.004804131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109914,"threshold_uncertainty_score":0.1115842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410907699","doi":"10.70777/si.v2i2.14611","title":"Pitfalls of Evidence-Based AI Policy","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Political science","authors":[{"name":"Stephen Casper","is_ca":false},{"name":"David Krueger","is_ca":false},{"name":"Dylan Hadfield-Menell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2312626749960818,"gpt":0.4610154853350626,"spread":0.2297528103389808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3173422,0.001903982,0.003550187,0.01017107,0.008660415,0.02299187,0.01028919,0.03246516,0.004063417],"category_scores_gemma":[0.3915412,0.002073001,0.003671712,0.005495969,0.06259497,0.03574777,0.01390285,0.05982811,0.001950496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01973984,"about_ca_system_score_gemma":0.03578812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083463,"about_ca_topic_score_gemma":0.00627227,"domain_scores_codex":[0.7049791,0.168966,0.02115451,0.01954957,0.08007751,0.00527333],"domain_scores_gemma":[0.3824463,0.5428219,0.01142609,0.01495954,0.04239941,0.005946791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004769294,0.00005172243,0.0002851048,0.0005665068,0.00007027444,0.0001060996,0.0009190614,0.0009939896,0.00009101207,0.9558392,0.02107159,0.01995773],"study_design_scores_gemma":[0.0000892495,0.00003666374,0.0002696294,0.002269326,0.0000442938,0.000134772,0.0006926527,0.001572358,0.0002092438,0.9315783,0.06304439,0.00005915606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001336656,0.01781536,0.01850323,0.93923,0.002240286,0.00008847345,0.00008597627,0.0000568661,0.02064312],"genre_scores_gemma":[0.2247608,0.02685073,0.07133764,0.661115,0.01058332,0.001099154,0.0001660517,0.0001737141,0.003913602],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3173422,"threshold_uncertainty_score":0.8418386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412505644","doi":"10.70777/si.v2i3.15155","title":"Trends in Frontier AI Model Count: A Forecast to 2028","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Frontier; Econometrics; Computer science; Economics; Geography; Archaeology","authors":[{"name":"Iyngkarran Kumar","is_ca":false},{"name":"Sam Manning","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04681276108165858,"gpt":0.3077370296973856,"spread":0.260924268615727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004883429,0.00113033,0.0006005426,0.002564515,0.0004808011,0.002443995,0.001438042,0.001342718,0.006980312],"category_scores_gemma":[0.02325434,0.0004455935,0.001430162,0.00237923,0.0007768395,0.006735662,0.001384628,0.00281662,0.003960595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002561797,"about_ca_system_score_gemma":0.001585054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03009802,"about_ca_topic_score_gemma":0.01843479,"domain_scores_codex":[0.9982867,0.0002587119,0.0000975643,0.0003285725,0.0007954617,0.0002329988],"domain_scores_gemma":[0.9859745,0.004584185,0.002001402,0.001097635,0.005586258,0.0007559053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006021721,0.0003295225,0.2530483,0.000550315,0.0002732518,0.0007375068,0.0005027471,0.3310236,0.003246718,0.06731256,0.1621708,0.1802025],"study_design_scores_gemma":[0.0000509794,0.0003582864,0.1289286,0.0003571861,0.0001061985,0.0007587183,0.0008356922,0.6714659,0.005405987,0.03561827,0.1559517,0.0001623619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6312117,0.01497041,0.1237329,0.03686552,0.001606591,0.0001022451,0.1014434,0.006713432,0.08335376],"genre_scores_gemma":[0.9070316,0.003770926,0.01803909,0.001079418,0.0002238329,0.00007548726,0.06221409,0.0004378776,0.007127752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009802,"threshold_uncertainty_score":0.05984569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415757988","doi":"10.70777/si.v2i5.16331","title":"A Grading Rubric for AI Safety Frameworks","year":2025,"lang":"","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Rubric; Grading (engineering); Warrant; Delphi method; Delphi","authors":[{"name":"Jide Alaga","is_ca":true},{"name":"Jonas Schuett","is_ca":true},{"name":"Markus Anderljung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0323729125467903,"gpt":0.3708621776750627,"spread":0.3384892651282724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05584512,0.002018233,0.001494925,0.0241098,0.006567659,0.006827294,0.003982022,0.002742099,0.01173818],"category_scores_gemma":[0.1763208,0.0008742653,0.002362447,0.009630477,0.003900697,0.006393262,0.00710105,0.00398588,0.00794703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286242,"about_ca_system_score_gemma":0.01814733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008166137,"about_ca_topic_score_gemma":0.009794668,"domain_scores_codex":[0.9337733,0.02563093,0.01497336,0.001783676,0.02115138,0.002687278],"domain_scores_gemma":[0.7889575,0.04059212,0.0121925,0.01128783,0.1413447,0.005625265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002901971,0.0009246144,0.009070924,0.002932302,0.00005339001,0.0004172296,0.01858831,0.004478165,0.00727897,0.09633476,0.2460925,0.6135386],"study_design_scores_gemma":[0.0001751799,0.001060716,0.02815646,0.004105173,0.00007607156,0.001048958,0.0309089,0.01979569,0.007203299,0.07651063,0.8302516,0.0007073666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07481391,0.00301891,0.5753301,0.0162561,0.005825372,0.04991471,0.005983022,0.01052614,0.2583317],"genre_scores_gemma":[0.1382713,0.001955573,0.7889082,0.002343858,0.0006846609,0.03296959,0.007856151,0.001070795,0.02593995],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05584512,"threshold_uncertainty_score":0.2953408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408666991","doi":"10.70777/si.v2i1.13799","title":"Can a Bayesian Oracle Prevent Harm from an Agent?","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Harm; Oracle; Bayesian probability; Computer science; Psychology; Artificial intelligence; Social psychology","authors":[{"name":"Yoshua Bengio","is_ca":true},{"name":"Mark McDermott","is_ca":false},{"name":"Michael K. Cohen","is_ca":false},{"name":"Nikolay Malkin","is_ca":false},{"name":"Damiano Fornasiere","is_ca":true},{"name":"Pietro Greiner","is_ca":true},{"name":"Younesse Kaddar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427476112546157,"gpt":0.2769327674598674,"spread":0.2626580063344058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0184691,0.001137955,0.002159758,0.00128055,0.001545293,0.004206204,0.003177151,0.005599656,0.0136443],"category_scores_gemma":[0.09557106,0.001049053,0.001165764,0.0007929425,0.007404822,0.01624293,0.003712708,0.006838924,0.002217385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054429,"about_ca_system_score_gemma":0.003448861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453704,"about_ca_topic_score_gemma":0.002993253,"domain_scores_codex":[0.9913782,0.004180452,0.0003553347,0.001365964,0.001833722,0.0008862792],"domain_scores_gemma":[0.9454551,0.04173554,0.002937689,0.006133657,0.002285543,0.001452445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004253058,0.0001458364,0.00320026,0.0002505932,0.0001168819,0.0002367501,0.0003818005,0.0710066,0.001023633,0.8373515,0.008669497,0.07719139],"study_design_scores_gemma":[0.00006835168,0.00006957946,0.0003816632,0.0000719381,0.00002666204,0.0001658231,0.00008609559,0.1412913,0.0006892527,0.8525055,0.00460882,0.00003501626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01909738,0.0008476827,0.9291012,0.02527256,0.0002656886,0.0001355561,0.0003071352,0.0007629013,0.02420998],"genre_scores_gemma":[0.8305057,0.0009149179,0.1551832,0.003921055,0.0005606281,0.0002551656,0.0002498403,0.0002178764,0.008191587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0184691,"threshold_uncertainty_score":0.09767509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408666990","doi":"10.70777/si.v2i1.13975","title":"Effective Mitigations for Systemic Risks from General-Purpose AI","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Systemic risk; Computer science; Economics","authors":[{"name":"Risto Uuk","is_ca":false},{"name":"Tim Schreier","is_ca":false},{"name":"Noemi Dreksler","is_ca":true},{"name":"Valeria Pulignano","is_ca":false},{"name":"Rishi Bommasani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07041623951217256,"gpt":0.4075346826216562,"spread":0.3371184431094836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07505794,0.00147756,0.0007802604,0.004675465,0.002838988,0.007271171,0.00248492,0.002969159,0.002601507],"category_scores_gemma":[0.1168141,0.0007141641,0.001676774,0.001570201,0.006652854,0.01013114,0.008807362,0.004956924,0.0004174186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004578113,"about_ca_system_score_gemma":0.00997002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911515,"about_ca_topic_score_gemma":0.003596559,"domain_scores_codex":[0.9121566,0.05347993,0.004011688,0.002402604,0.02547126,0.00247802],"domain_scores_gemma":[0.8081831,0.131044,0.02454309,0.01564609,0.01815805,0.002425659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002677581,0.000542045,0.05274006,0.01036611,0.0007190057,0.001348806,0.1220279,0.01518472,0.01927696,0.1687852,0.01359528,0.5951461],"study_design_scores_gemma":[0.000165314,0.001495442,0.05717073,0.01872169,0.001296608,0.002942855,0.2135177,0.03134767,0.02251073,0.3327871,0.3172715,0.0007727151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4479546,0.0176002,0.3170486,0.05641558,0.000819616,0.001323832,0.0002097313,0.001609821,0.1570179],"genre_scores_gemma":[0.9298964,0.003243883,0.06155049,0.002705641,0.0001250839,0.0003083912,0.0001117217,0.00009913988,0.001959353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07505794,"threshold_uncertainty_score":0.3969491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417101019","doi":"10.70777/si.v2i4.16671","title":"International AI Safety Report 2025: Second Key Update: Technical Safeguards and Risk Management","year":2025,"lang":"","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Adversarial Robustness in Machine Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Key (lock); Risk management; SAFER; Risk assessment; Safeguard; Corporate governance; Risk governance","authors":[{"name":"Yoshua Bengio","is_ca":true},{"name":"Stephen Clare","is_ca":false},{"name":"Carina Prunkl","is_ca":false},{"name":"Maksym Andriushchenko","is_ca":false},{"name":"Ben Bucknall","is_ca":false},{"name":"Peter Fox","is_ca":false},{"name":"Nestor Maslej","is_ca":false},{"name":"Conor McGlynn","is_ca":false},{"name":"Melanie Murray","is_ca":false},{"name":"Shalaleh Rismani","is_ca":true},{"name":"Stephen Casper","is_ca":false},{"name":"Jessica Newman","is_ca":false},{"name":"Daniel Privitera","is_ca":false},{"name":"Sören Mindermann","is_ca":false},{"name":"Daron Acemoğlu","is_ca":false},{"name":"Thomas G. Dietterich","is_ca":false},{"name":"F. Heintz","is_ca":false},{"name":"Geoffrey E. Hinton","is_ca":true},{"name":"Susan Leavy","is_ca":false},{"name":"Teresa Ludermir","is_ca":false},{"name":"Vidushi Marda","is_ca":false},{"name":"Helen Margetts","is_ca":false},{"name":"John McDermid","is_ca":false},{"name":"Jane Munga","is_ca":false},{"name":"Arvind Narayanan","is_ca":false},{"name":"Alondra Nelson","is_ca":false},{"name":"Clara Neppel","is_ca":false},{"name":"Sarvapali D. Ramchurn","is_ca":false},{"name":"Stuart Russell","is_ca":false},{"name":"Marietje Schaake","is_ca":false},{"name":"Bernhard Schölkopf","is_ca":false},{"name":"Álvaro Soto","is_ca":false},{"name":"Lee Tiedrich","is_ca":false},{"name":"Gaël Varoquaux","is_ca":false},{"name":"Andrew I. Yao","is_ca":false},{"name":"Ya-Qin Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009785592565935903,"gpt":0.2868525432628055,"spread":0.2770669506968696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02602913,0.003130724,0.002287309,0.006809821,0.00322963,0.01408024,0.007126012,0.016672,0.0630223],"category_scores_gemma":[0.06618345,0.001245554,0.002364158,0.003268813,0.002824303,0.008087251,0.004919813,0.01226967,0.07579745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01307184,"about_ca_system_score_gemma":0.03927463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06550834,"about_ca_topic_score_gemma":0.0453088,"domain_scores_codex":[0.9621258,0.00398751,0.002814587,0.001291876,0.02618717,0.003593024],"domain_scores_gemma":[0.890845,0.009949615,0.004739937,0.003873447,0.08644357,0.004148432],"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":[0.00002937623,0.00002635917,0.0001268013,0.0002542287,0.00001070936,0.00003755479,0.00004099547,0.000233661,0.0001944638,0.003388875,0.9713866,0.02427045],"study_design_scores_gemma":[0.000009011786,0.0000256762,0.0002666982,0.0003778465,0.00001145774,0.00003520956,0.00004459347,0.0001246119,0.0002329023,0.001230648,0.9976181,0.0000230137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001451457,0.03263022,0.03177185,0.25316,0.172208,0.002487118,0.03141798,0.0102199,0.4646535],"genre_scores_gemma":[0.0286417,0.05172183,0.04873934,0.1235161,0.04837313,0.004863664,0.07945286,0.005034108,0.6096572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06550834,"threshold_uncertainty_score":0.2108306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412505613","doi":"10.70777/si.v2i3.15137","title":"Comparing Apples to Oranges: A Taxonomy for Navigating the Global Landscape of AI Regulation","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Geography; Biology; Ecology","authors":[{"name":"Sacha Alanoca","is_ca":false},{"name":"Shira Gur-Arieh","is_ca":false},{"name":"Tom Zick","is_ca":false},{"name":"Kevin Klyman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07006106803144764,"gpt":0.3828773494217818,"spread":0.3128162813903342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005124918,0.001080696,0.0007014434,0.01887862,0.006298172,0.0131509,0.001574146,0.003558021,0.007283904],"category_scores_gemma":[0.01545069,0.0006335456,0.001043996,0.01468621,0.01349809,0.03044324,0.007215056,0.003290087,0.001571093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005072752,"about_ca_system_score_gemma":0.005424414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076313,"about_ca_topic_score_gemma":0.0132801,"domain_scores_codex":[0.9941048,0.002385638,0.0006851652,0.000730482,0.001428713,0.0006651288],"domain_scores_gemma":[0.9857846,0.007460539,0.001789529,0.001660111,0.002319578,0.0009856618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004948362,0.0000436873,0.01302456,0.0005296496,0.00001726291,0.0003875738,0.09150272,0.001108791,0.001373682,0.8070714,0.01476261,0.07012854],"study_design_scores_gemma":[0.00001982585,0.00006650656,0.009980642,0.001766671,0.00002905188,0.0008273462,0.08295592,0.00393944,0.0005222418,0.3619255,0.5378721,0.00009468384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1572146,0.01405261,0.2882169,0.02397886,0.0007782829,0.001135398,0.003553104,0.001995892,0.5090743],"genre_scores_gemma":[0.673795,0.01034138,0.2750515,0.003530505,0.0002109489,0.001938826,0.004890564,0.001366118,0.02887512],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01887862,"threshold_uncertainty_score":0.03680563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415233743","doi":"10.70777/si.v2i6.16169","title":"Responsible Agentic Reasoning and AI Agents: A Critical Survey","year":2025,"lang":"en","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vector Institute","funders":"","keywords":"Operationalization; Intersection (aeronautics); Audit; Trustworthiness; Automated reasoning; Soundness; Class (philosophy)","authors":[{"name":"Shaina Raza","is_ca":true},{"name":"Ranjan Sapkota","is_ca":false},{"name":"Manoj Karkee","is_ca":false},{"name":"Christos Emmanouilidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02827062175905466,"gpt":0.3202839762963827,"spread":0.292013354537328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01363238,0.001090697,0.001244299,0.007408735,0.001453833,0.007524652,0.002625566,0.003530313,0.003271989],"category_scores_gemma":[0.02521276,0.00121054,0.0009302225,0.007424341,0.005161513,0.01482438,0.00320776,0.004763539,0.001533973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004650689,"about_ca_system_score_gemma":0.004916355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004164324,"about_ca_topic_score_gemma":0.002314294,"domain_scores_codex":[0.9879742,0.004658588,0.00120433,0.001186844,0.004476084,0.0004999622],"domain_scores_gemma":[0.9634511,0.02633042,0.001229813,0.002336804,0.005956921,0.0006949232],"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":[0.00006069315,0.0001095815,0.002438332,0.004518264,0.00008203111,0.0001074737,0.001247003,0.005580563,0.0003727705,0.5076455,0.01588745,0.4619502],"study_design_scores_gemma":[0.00001687086,0.0001263136,0.001501066,0.005656178,0.0000828799,0.0005065089,0.001512909,0.01575899,0.001329355,0.4089875,0.5644422,0.00007932968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004585958,0.7534716,0.1806554,0.02348295,0.0009331069,0.0001796336,0.0001936843,0.0006526822,0.0358449],"genre_scores_gemma":[0.09555238,0.7500976,0.1421157,0.004090615,0.002529937,0.00037861,0.0005433662,0.0004089045,0.004282926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01363238,"threshold_uncertainty_score":0.07209575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415454748","doi":"10.70777/si.v2i6.16253","title":"International Al Safety Report: First Key Update Capabilities and Risk Implications","year":2025,"lang":"","type":"article","venue":"SuperIntelligence - Robotics - Safety & Alignment","topic":"Aluminum toxicity and tolerance in plants and animals","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Institute on Governance; Mila - Quebec Artificial Intelligence Institute","funders":"European Commission","keywords":"Key (lock); Field (mathematics); Information system; Information technology","authors":[{"name":"Yoshua Bengio","is_ca":true},{"name":"Ben Bucknall","is_ca":false},{"name":"Stephen Clare","is_ca":true},{"name":"Carina Prunkl","is_ca":false},{"name":"Maksym Andriushchenko","is_ca":false},{"name":"Peter Fox","is_ca":false},{"name":"Tiancheng Hu","is_ca":false},{"name":"Cameron Jones","is_ca":false},{"name":"Sam Manning","is_ca":true},{"name":"Nestor Maslej","is_ca":false},{"name":"Vasilios Mavroudis","is_ca":false},{"name":"Conor McGlynn","is_ca":false},{"name":"Melanie Murray","is_ca":false},{"name":"Shalaleh Rismani","is_ca":true},{"name":"Charlotte Stix","is_ca":false},{"name":"Lucia Velasco","is_ca":false},{"name":"Nicole Wheeler","is_ca":false},{"name":"Daniel Privitera","is_ca":false},{"name":"Sören Mindermann","is_ca":true},{"name":"Daron Acemoğlu","is_ca":false},{"name":"Thomas G. Dietterich","is_ca":false},{"name":"F. Heintz","is_ca":false},{"name":"Geoffrey E. Hinton","is_ca":true},{"name":"Susan Leavy","is_ca":false},{"name":"Teresa Ludermir","is_ca":false},{"name":"Vidushi Marda","is_ca":false},{"name":"Helen Margetts","is_ca":false},{"name":"John McDermid","is_ca":false},{"name":"Jane Munga","is_ca":false},{"name":"Arvind Narayanan","is_ca":false},{"name":"Alondra Nelson","is_ca":false},{"name":"Clara Neppel","is_ca":false},{"name":"Sarvapali D. Ramchurn","is_ca":false},{"name":"Stuart Russell","is_ca":false},{"name":"Marietje Schaake","is_ca":false},{"name":"Bernhard Schölkopf","is_ca":false},{"name":"Álvaro Soto","is_ca":false},{"name":"Lee Tiedrich","is_ca":false},{"name":"Gaël Varoquaux","is_ca":false},{"name":"Andrew I. Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627614003752266,"gpt":0.2565377512224817,"spread":0.2402616111849591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04394853,0.003077588,0.001985904,0.008843985,0.003582105,0.02228345,0.006325768,0.02165914,0.09864816],"category_scores_gemma":[0.158125,0.001400038,0.003067201,0.004396789,0.003055393,0.01114522,0.006546787,0.0129667,0.1574848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007474685,"about_ca_system_score_gemma":0.02022589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009696152,"about_ca_topic_score_gemma":0.005620732,"domain_scores_codex":[0.9553703,0.005460688,0.004820534,0.001838604,0.02975509,0.002754756],"domain_scores_gemma":[0.7905233,0.03127236,0.01294896,0.01331969,0.146007,0.005928698],"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":[0.00006567319,0.00004617621,0.0002978071,0.0002226262,0.00001130762,0.00008856608,0.00008083498,0.0001170012,0.0002676419,0.003172613,0.9687488,0.02688091],"study_design_scores_gemma":[0.00002933035,0.00007141179,0.0004208093,0.0003595608,0.00002145823,0.0001073831,0.00009628935,0.00014813,0.0005866929,0.001805843,0.9963152,0.00003795509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002647136,0.009766367,0.0205108,0.2920396,0.1856752,0.002994829,0.03426205,0.02181685,0.4302872],"genre_scores_gemma":[0.02937612,0.01364378,0.04147892,0.1077731,0.06985067,0.006413935,0.05209279,0.009472935,0.6698977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09864816,"threshold_uncertainty_score":0.330011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}