{"meta":{"query_hash":"e4e1749c6c3e","filters":{"venue":"Ius gentium"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e4e1749c6c3e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ius+gentium"},"results":[{"id":"W157628354","doi":"10.1007/978-94-007-4710-4_11","title":"Thinking About Indigenous Legal Orders","year":2012,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"New Caledonia Indigenous Studies","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Deliberation; Citizenship; Political science; State (computer science); Law; Legal pluralism; Politics; Legal research; Legal realism; Indigenous rights; Law and economics; Sociology; Computer science; Ecology","score_opus":0.023536759074123278,"score_gpt":0.28070486804035266,"score_spread":0.2571681089662294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W157628354","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006604882,0.014536325,0.000029073677,0.0003906675,0.00400075,0.0009200435,0.00005449685,0.00035347627,0.9790547],"genre_scores_gemma":[0.013487619,0.0041811485,0.00034202755,0.00057106046,0.003529507,0.000033605756,0.000036076242,0.00016576042,0.9776532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961321,0.00006737353,0.00046022367,0.00054314634,0.0014272245,0.0013699451],"domain_scores_gemma":[0.9984503,0.00010200154,0.0004060008,0.0004933121,0.00026126462,0.00028716208],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00096836983,0.00051214395,0.0006052962,0.00023922692,0.003111357,0.0003070226,0.00095404586,0.0006936118,0.0022307253],"category_scores_gemma":[0.00004518281,0.00054447254,0.00036142243,0.000079746394,0.0006790406,0.00025275777,0.00029279743,0.00071600504,0.0025407362],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021373779,0.00008987411,0.00091861904,0.00011032779,0.00075379485,0.00019275445,0.19004041,0.0000029893406,0.00001710637,0.76433426,0.02183971,0.021678774],"study_design_scores_gemma":[0.00014570056,0.000032227814,0.00012735842,0.000079553894,0.0001759469,0.0000063785783,0.00091847824,8.248997e-8,0.000008135469,0.011956477,0.9859386,0.0006110803],"about_ca_topic_score_codex":0.0072808582,"about_ca_topic_score_gemma":0.026851736,"teacher_disagreement_score":0.9640989,"about_ca_system_score_codex":0.0006751997,"about_ca_system_score_gemma":0.0009532756,"threshold_uncertainty_score":0.99970067},"labels":[],"label_agreement":null},{"id":"W16762446","doi":"10.1007/978-94-007-4710-4_2","title":"Pluralistic Human Rights? Universal Human Wrongs?","year":2012,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Human rights; Political science; Law and economics; Sociology; Law","score_opus":0.03728207103185801,"score_gpt":0.3063590769553276,"score_spread":0.2690770059234696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16762446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030288305,0.00013464292,0.000007062998,0.00010435802,0.0013800808,0.00026237938,0.000071534836,0.00013773241,0.9948734],"genre_scores_gemma":[0.28255835,0.000004240602,0.000021389156,0.00004515544,0.0023774158,0.000003012358,0.00018633241,0.000032810698,0.7147713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803877,0.000045215875,0.000308473,0.00036636763,0.00076855026,0.00047265243],"domain_scores_gemma":[0.9989667,0.000034533503,0.0002588645,0.00028991362,0.00022248167,0.00022750784],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023114117,0.00030723627,0.00030126513,0.00018424744,0.0021643385,0.00016136547,0.00063215767,0.0004106087,0.03185312],"category_scores_gemma":[0.0000027634671,0.00029325305,0.0002705503,0.000012541651,0.00062584446,0.00022887372,0.0000884649,0.000362468,0.0025694575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031191187,0.00002223233,0.000004478138,0.0000104018645,0.000084887164,0.000040481995,0.00094652385,2.1187823e-7,0.000014861755,0.98836774,0.010482775,0.000022261394],"study_design_scores_gemma":[0.000107067346,0.000016940541,0.0000546941,0.000037668673,0.00007940694,0.0000010655374,0.000007279195,2.0992148e-7,0.0000068338636,0.38299415,0.6164355,0.0002591752],"about_ca_topic_score_codex":0.005621155,"about_ca_topic_score_gemma":0.02551177,"teacher_disagreement_score":0.60595274,"about_ca_system_score_codex":0.00043843297,"about_ca_system_score_gemma":0.0000812209,"threshold_uncertainty_score":0.99995196},"labels":[],"label_agreement":null},{"id":"W167856926","doi":"10.1007/978-90-481-8963-2_10","title":"Two Different Standards for Enfranchisement: A ‘Rights Standard’ for Adults and a Supposed ‘Competency Qualification Standard’ for Minors","year":2010,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Suffrage; Political science; Democracy; Point (geometry); Law; Politics","score_opus":0.022033554688085284,"score_gpt":0.3425859951452081,"score_spread":0.32055244045712283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W167856926","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027560733,0.012344889,0.048198376,0.016748413,0.029385818,0.072833836,0.24866694,0.0012971807,0.5429638],"genre_scores_gemma":[0.12573443,0.007195662,0.019194894,0.0007773485,0.020465808,0.007490911,0.0033186146,0.00067002315,0.8151523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675477,0.000047504473,0.0007060016,0.0007472897,0.0009498118,0.00079459936],"domain_scores_gemma":[0.9971653,0.00045638296,0.0005616641,0.0003183351,0.0012345283,0.00026376446],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010740451,0.00055813073,0.00094206625,0.00019227441,0.002611782,0.00018723137,0.00033583087,0.0005855061,0.000091306676],"category_scores_gemma":[0.0002407648,0.00045077348,0.0006039622,0.00004277562,0.00068662403,0.00012677723,0.000067521374,0.00025286808,0.0000019883776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028437013,0.00006573771,0.000019597546,0.0009298386,0.0005475666,9.1549066e-7,0.028492305,1.6795093e-7,0.00013999385,0.9439874,0.00940708,0.013565655],"study_design_scores_gemma":[0.0037025397,0.00052903144,0.000015994847,0.00016433587,0.00031726988,2.9130553e-7,0.0010552722,0.0000046293985,0.00041517237,0.34707704,0.646194,0.0005244099],"about_ca_topic_score_codex":0.00037538834,"about_ca_topic_score_gemma":0.018018745,"teacher_disagreement_score":0.63678694,"about_ca_system_score_codex":0.00036758045,"about_ca_system_score_gemma":0.00069286703,"threshold_uncertainty_score":0.99989986},"labels":[],"label_agreement":null},{"id":"W1869334954","doi":"10.1007/978-90-481-9840-5_17","title":"International Justice: From the Twilight to the Dawn? International Criminal Court Prosecutor Luis Moreno-Ocampo at McGill University","year":2010,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Morality; Law; Political science; Economic Justice; International law; Power (physics); Sociology","score_opus":0.02436300868134276,"score_gpt":0.272323095727886,"score_spread":0.24796008704654324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1869334954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005295415,0.00004069709,0.00007028794,0.025413025,0.01610631,0.0006588493,0.005046022,0.00008551464,0.94728386],"genre_scores_gemma":[0.033222012,0.000096778225,0.00026350416,0.001646438,0.0060578617,0.000008449755,0.00052064005,0.000039626393,0.95814466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722743,0.00006779123,0.0003040588,0.00057922356,0.0015032908,0.0003181857],"domain_scores_gemma":[0.998175,0.00025793505,0.00029320887,0.0004393008,0.00066520524,0.00016933407],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040549863,0.00031211192,0.00021190687,0.00011811126,0.0020010937,0.000182636,0.0026067132,0.00033318734,0.016302401],"category_scores_gemma":[0.00006958089,0.00021813976,0.00027719032,0.00002503066,0.00046136294,0.00017804017,0.00057871424,0.00065212714,0.0018768427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103237835,0.000033252927,0.000015724556,0.000003596342,0.00026780117,0.00005018217,0.0031515057,0.0000045897855,0.00006644699,0.91324073,0.0828146,0.00024830655],"study_design_scores_gemma":[0.00021753937,0.000017475268,0.0003684477,0.000042522293,0.00027278328,0.000004798673,0.0002229387,0.000020368398,0.00006041254,0.019248059,0.97923815,0.00028649028],"about_ca_topic_score_codex":0.00185669,"about_ca_topic_score_gemma":0.02382574,"teacher_disagreement_score":0.8964236,"about_ca_system_score_codex":0.00091811933,"about_ca_system_score_gemma":0.00020009649,"threshold_uncertainty_score":0.99929816},"labels":[],"label_agreement":null},{"id":"W18785323","doi":"10.1007/978-94-007-7537-4_13","title":"Crime Detection and the Psychic Witness in America: An Allegory for Re-appraising Indigenous African Criminology","year":2013,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Criminology; Colonialism; Witness; Reverence; Psychic; Political science; Sociology; Law","score_opus":0.059420387745612,"score_gpt":0.3039648385769663,"score_spread":0.24454445083135432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18785323","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049905583,0.00625979,0.0023662501,0.0009900491,0.0037073793,0.0032898404,0.00009178382,0.00017141868,0.9332179],"genre_scores_gemma":[0.8986639,0.0015637254,0.00014110324,0.00039815795,0.00091525883,0.00016506854,0.000012900983,0.0000710472,0.09806884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982189,0.0001446764,0.00032282577,0.0005145889,0.00030399408,0.0004950353],"domain_scores_gemma":[0.99875003,0.00030919327,0.00041309424,0.0003405434,0.00009189533,0.0000952242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683209,0.00027958743,0.0004747167,0.00015271943,0.0006794274,0.00013727267,0.0003444833,0.00037794784,0.00014834812],"category_scores_gemma":[0.00008405392,0.00024273997,0.00012416359,0.000051484687,0.0013862207,0.00023491854,0.00005475956,0.000395641,0.00001697486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000991725,0.00021152174,0.00006793538,0.000226839,0.0002919597,0.000024229876,0.26007885,0.000016038997,0.0004157796,0.39084017,0.0034967207,0.34333825],"study_design_scores_gemma":[0.0013975897,0.00027961572,0.0017790219,0.00007103964,0.00018325172,0.000011905913,0.01671726,0.00006720719,0.00005122303,0.10807916,0.8705864,0.000776343],"about_ca_topic_score_codex":0.02824145,"about_ca_topic_score_gemma":0.02814532,"teacher_disagreement_score":0.8670897,"about_ca_system_score_codex":0.00012586676,"about_ca_system_score_gemma":0.00019883794,"threshold_uncertainty_score":0.9898649},"labels":[],"label_agreement":null},{"id":"W1928659476","doi":"10.1007/978-3-319-13458-1_6","title":"The Challenge of Tax Avoidance for Social Justice in Taxation","year":2015,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tax avoidance; State income tax; Tax reform; Laffer curve; Public economics; Indirect tax; Tax rate; Economics; Ad valorem tax; Direct tax; Income tax; Double taxation; Value-added tax; Labour economics; Gross income; Monetary economics","score_opus":0.11613735601147716,"score_gpt":0.37637340913893513,"score_spread":0.26023605312745796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928659476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037129506,0.0031980588,0.00001776857,0.008279044,0.0019955174,0.0006374407,0.00011292902,0.000021268283,0.98570085],"genre_scores_gemma":[0.029725201,0.0059093665,0.00003514039,0.00009752221,0.006138161,0.00008935705,0.000014071158,0.000034728426,0.95795643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988584,0.000044595618,0.0002810081,0.00016391499,0.00037710468,0.00027499007],"domain_scores_gemma":[0.9988365,0.00018815699,0.0005693651,0.00009632898,0.00027374073,0.00003591003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089549966,0.00013281945,0.00026028955,0.000047384703,0.00090168277,0.000020611971,0.00024499805,0.0003191,0.000010077363],"category_scores_gemma":[0.0003846259,0.00009950741,0.00014747879,0.000041541898,0.0005335603,0.000050842584,0.0000519527,0.00017342166,0.000012681339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002617476,0.000011740002,0.0000026043176,0.00006911776,0.00004554799,4.8664043e-7,0.01710229,8.0086545e-7,0.000001285856,0.9493296,0.028219312,0.0051910533],"study_design_scores_gemma":[0.00018506497,0.000024379498,0.000051619445,0.000028558887,0.000064651984,3.0259386e-8,0.002379675,0.000001969241,0.0000016204469,0.3591077,0.6380372,0.00011749881],"about_ca_topic_score_codex":0.00057326246,"about_ca_topic_score_gemma":0.013066487,"teacher_disagreement_score":0.6098179,"about_ca_system_score_codex":0.0001264812,"about_ca_system_score_gemma":0.00024071618,"threshold_uncertainty_score":0.72914064},"labels":[],"label_agreement":null},{"id":"W2099367595","doi":"10.1007/978-94-007-4743-2_2","title":"The Concept of the Rule of Law","year":2012,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rule of law; Rhetorical question; Ideal (ethics); Meaning (existential); Salient; Politics; Political science; State (computer science); Law; Rhetorical device; Law and economics; Sociology; Epistemology; Computer science; Philosophy; Linguistics","score_opus":0.03579617661374124,"score_gpt":0.27617159059042073,"score_spread":0.2403754139766795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099367595","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000079197336,0.012518481,0.00000181547,0.0009917191,0.001250319,0.00014435759,0.000051709132,0.000006575606,0.98495585],"genre_scores_gemma":[0.6799163,0.0010879367,0.0000067837846,0.0001793836,0.0007179428,0.000004850403,0.0000019711083,0.000007580333,0.3180772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920285,0.0000248211,0.00017156762,0.000073490315,0.0003865893,0.0001406998],"domain_scores_gemma":[0.99940926,0.00009255545,0.00019801705,0.0001394057,0.00013559383,0.000025151947],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020037455,0.00007764051,0.00014971492,0.000006916295,0.0006920538,0.000008687021,0.0003154407,0.00009226557,0.00025574036],"category_scores_gemma":[0.000023736246,0.00004338477,0.0001680027,0.000018817333,0.0031898338,0.00002385876,0.00011533047,0.00009425215,0.00003565755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021517653,0.0000049530017,0.000037361882,0.0000019551098,0.000052648105,1.14113405e-7,0.00138813,2.159922e-7,0.000008039756,0.9957699,0.001553178,0.0011813303],"study_design_scores_gemma":[0.000028437777,0.0000037412656,0.00017429658,0.000025984848,0.000044254717,1.1998318e-7,0.00018004708,2.0069587e-8,0.00009451253,0.12808517,0.8713158,0.000047664274],"about_ca_topic_score_codex":0.0036013583,"about_ca_topic_score_gemma":0.0026081197,"teacher_disagreement_score":0.8697626,"about_ca_system_score_codex":0.000025031388,"about_ca_system_score_gemma":0.00013429119,"threshold_uncertainty_score":0.9995229},"labels":[],"label_agreement":null},{"id":"W2210243656","doi":"10.1007/978-94-007-4710-4_1","title":"Introduction: Human Rights Through Legal Pluralism","year":2012,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Human rights; Legal pluralism; Fundamental rights; Pluralism (philosophy); Dignity; Political science; Law; Reservation of rights; International human rights law; Law and economics; Right to property; Sociology; Legal realism; Legal research; Epistemology; Philosophy","score_opus":0.028572548061823647,"score_gpt":0.3002257146940782,"score_spread":0.2716531666322546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210243656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000560633,0.00032940262,0.000011003233,0.0020751127,0.006596471,0.00023556798,0.000033045133,0.00012987858,0.99002886],"genre_scores_gemma":[0.03916382,0.000018477582,0.00009053649,0.00014574538,0.031490564,0.0000076329,0.00016378931,0.000033738994,0.9288857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980852,0.000038225564,0.00031781217,0.00039448883,0.0007724827,0.00039176352],"domain_scores_gemma":[0.99908173,0.000018276902,0.00021805505,0.00031029017,0.00025229808,0.00011933044],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021747733,0.00026978416,0.00026983678,0.00008797885,0.0016564665,0.0001881102,0.00043314128,0.00037519538,0.039517414],"category_scores_gemma":[0.0000030818198,0.00024357742,0.00024775974,0.000012922147,0.00047273,0.0004784615,0.000060877686,0.0003694028,0.0038885914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036670651,0.000016369459,4.6147065e-7,0.0000049694836,0.000070399605,0.000014124734,0.0010787721,2.060701e-7,0.000006115898,0.889811,0.10895721,0.000036751415],"study_design_scores_gemma":[0.00006344259,0.000009798218,0.0000055136666,0.000013499346,0.00004261856,0.0000035871294,0.000003543788,5.466926e-8,0.000028355362,0.39707682,0.60255355,0.00019921936],"about_ca_topic_score_codex":0.0026769242,"about_ca_topic_score_gemma":0.0069595533,"teacher_disagreement_score":0.49359635,"about_ca_system_score_codex":0.00025960794,"about_ca_system_score_gemma":0.00007624556,"threshold_uncertainty_score":0.99964327},"labels":[],"label_agreement":null},{"id":"W2263251854","doi":"10.1007/978-90-481-9840-5_1","title":"Moving From Repression to Prevention of Genocide","year":2010,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cruelty; Genocide; Civilization; Instinct; Ideology; Perfection; History; Aesthetics; Criminology; Literature; Environmental ethics; Political science; Sociology; Law; Epistemology; Philosophy; Art","score_opus":0.021550089411667625,"score_gpt":0.30426595287282643,"score_spread":0.2827158634611588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263251854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028993113,0.0006358578,0.0007366276,0.00039138435,0.002011569,0.0005508744,0.0001685161,0.0000769694,0.9664351],"genre_scores_gemma":[0.046713557,0.0006289165,0.0062431153,0.00022359639,0.0010713747,0.000008000374,0.00021536603,0.000054854994,0.9448412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985637,0.00003683631,0.0003077192,0.00034966436,0.00051836955,0.0002237019],"domain_scores_gemma":[0.99901736,0.00003710159,0.00026607566,0.0003834411,0.00014685708,0.00014914467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030408517,0.00016024524,0.00027342202,0.00008292805,0.00019263051,0.000046231296,0.0003654974,0.00054837466,0.0012471181],"category_scores_gemma":[0.000083753715,0.00017556734,0.00020588032,0.00003422182,0.000103789636,0.00008212527,0.00015678331,0.00030946775,0.00020249859],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024269565,0.00022592337,0.0010024762,0.00025781908,0.0006515892,0.00012163032,0.06944222,0.00012349786,0.05788566,0.6808255,0.04340552,0.14581548],"study_design_scores_gemma":[0.000112923066,0.0000340058,0.00034588197,0.00025220503,0.00009145977,3.0856395e-7,0.0003171866,0.000010508857,0.00024904532,0.16768678,0.8306085,0.00029121767],"about_ca_topic_score_codex":0.004037368,"about_ca_topic_score_gemma":0.014005615,"teacher_disagreement_score":0.78720295,"about_ca_system_score_codex":0.00007706573,"about_ca_system_score_gemma":0.00014833543,"threshold_uncertainty_score":0.99966586},"labels":[],"label_agreement":null},{"id":"W2861925104","doi":"10.1007/978-981-13-1023-2_12","title":"Mansfield, Atkin, Weinstein: Three Responsive Judges at the Nexus of Law, Politics, and Economy","year":2018,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Nexus (standard); Politics; Economic Justice; Law; Openness to experience; Political science; Theme (computing); Sociology; Psychology; Engineering; Social psychology","score_opus":0.026440696476947207,"score_gpt":0.2666805165491613,"score_spread":0.2402398200722141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2861925104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011137808,0.0041416334,0.0000029891187,0.003907483,0.0006934336,0.0003650483,0.00009637254,0.000030114525,0.9896491],"genre_scores_gemma":[0.012515869,0.0009451554,0.000041616666,0.0022530172,0.0012178378,0.000009877967,0.000022574653,0.000030538497,0.9829635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987646,0.000056355067,0.0002564336,0.00032942323,0.00027643028,0.00031679723],"domain_scores_gemma":[0.9988687,0.00015264121,0.00022032594,0.00040511708,0.00024229554,0.00011092999],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003544745,0.00021975985,0.0002959524,0.000009295684,0.00088837044,0.00008172487,0.00039383807,0.0005865661,0.004190367],"category_scores_gemma":[0.000026174992,0.00016482419,0.00023068636,0.000019983603,0.0024756547,0.0000884295,0.00022517524,0.0002502093,0.00019839352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012154045,0.0000056367808,0.000034318706,0.000031126816,0.00011338689,0.0000047106573,0.011833426,1.955745e-7,0.000004201482,0.9099993,0.07780596,0.00015558368],"study_design_scores_gemma":[0.000105155916,0.000034599056,0.000016397564,0.000033427597,0.000078820405,0.00000250511,0.0017739937,3.3990997e-7,0.00006290509,0.2377323,0.76000315,0.0001564189],"about_ca_topic_score_codex":0.00083987735,"about_ca_topic_score_gemma":0.015019336,"teacher_disagreement_score":0.68219715,"about_ca_system_score_codex":0.00009927756,"about_ca_system_score_gemma":0.0001408514,"threshold_uncertainty_score":0.99671996},"labels":[],"label_agreement":null},{"id":"W2868729165","doi":"10.1007/978-981-13-1023-2_1","title":"What Is Responsive Judging?","year":2018,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Acknowledgement; Field (mathematics); Accountability; Sociology; Epistemology; Law; Political science; Law and economics; Psychology; Philosophy; Computer science; Mathematics; Computer security","score_opus":0.03999780980906574,"score_gpt":0.3066927143896824,"score_spread":0.2666949045806166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2868729165","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014765619,0.0075394497,0.000008312001,0.0046585156,0.0050972067,0.00021846105,0.000043039377,0.0000734603,0.9822139],"genre_scores_gemma":[0.0040867543,0.008217929,0.000033972923,0.0022617285,0.002716953,0.000008585005,0.000009662471,0.000018741886,0.9826457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853647,0.000029134068,0.00019346505,0.00034658564,0.00059117604,0.0003031919],"domain_scores_gemma":[0.99914545,0.000069994494,0.00013505976,0.0001817079,0.00036145264,0.000106339416],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026977962,0.00019773324,0.0002543636,0.00008834879,0.0009954651,0.0001814934,0.00026864975,0.0002732852,0.007752651],"category_scores_gemma":[0.000049500548,0.00019671874,0.00019180407,0.00004285851,0.0013982796,0.00020189332,0.00013874995,0.00016975311,0.0047913976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024708055,0.000008123952,0.00001981253,0.000004676013,0.00014259154,0.000031049087,0.007101172,4.8452577e-8,0.0000039639394,0.7758479,0.2140476,0.002768351],"study_design_scores_gemma":[0.000045283592,0.000017058392,0.000027022603,0.000109285305,0.00004857509,8.1795076e-7,0.00093434023,1.0095963e-7,0.000008517516,0.22705813,0.7715642,0.00018671637],"about_ca_topic_score_codex":0.0007624177,"about_ca_topic_score_gemma":0.0020031882,"teacher_disagreement_score":0.5575166,"about_ca_system_score_codex":0.00013833029,"about_ca_system_score_gemma":0.00042094028,"threshold_uncertainty_score":0.9959835},"labels":[],"label_agreement":null},{"id":"W3038454293","doi":"10.1007/978-3-030-43732-9_12","title":"On the Use of Asylum Testimonies in Criminal and Quasi-Criminal Proceedings: H. and J. v the Netherlands and Jaballah (Re)","year":2020,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Refugee; Immigration; Political science; Law; Refugee law; Human rights; Criminal law; Criminology; Immigration law; Sociology","score_opus":0.1004354624830911,"score_gpt":0.28038782118947325,"score_spread":0.17995235870638215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038454293","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4518428,0.0105072595,0.00021636355,0.021034071,0.0009480167,0.0049233106,0.00030683956,0.00019288229,0.5100284],"genre_scores_gemma":[0.95230764,0.011376597,0.00045571348,0.0019437814,0.0008278123,0.00004423422,0.000020901132,0.00009991405,0.032923397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875504,0.000084136234,0.0002678909,0.00035618484,0.00034614693,0.00019059404],"domain_scores_gemma":[0.9989671,0.00052289764,0.00021180586,0.00012940576,0.00008818266,0.000080607824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006777358,0.00022172171,0.0002824194,0.00008330183,0.00034791444,0.00025815936,0.00018993639,0.00013659343,0.00003930087],"category_scores_gemma":[0.00052155287,0.00013973661,0.000045554592,0.00004902961,0.0011857194,0.00016896048,0.00016470192,0.00038240236,0.0000059721337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015561958,0.00007200193,0.0005290309,0.001186262,0.00012435754,0.00006439726,0.096081145,0.000002567521,0.00010777032,0.87383366,0.009617739,0.016824845],"study_design_scores_gemma":[0.0050826473,0.0041833567,0.008400648,0.003933811,0.0053417063,0.00014744312,0.16353863,0.0017234697,0.00015212678,0.07458402,0.7304085,0.002503642],"about_ca_topic_score_codex":0.0009686347,"about_ca_topic_score_gemma":0.0011390462,"teacher_disagreement_score":0.79924965,"about_ca_system_score_codex":0.000023074936,"about_ca_system_score_gemma":0.000056129007,"threshold_uncertainty_score":0.56982934},"labels":[],"label_agreement":null},{"id":"W3123033447","doi":"10.1007/978-94-007-4710-4","title":"Dialogues on Human Rights and Legal Pluralism","year":2012,"lang":"en","type":"book","venue":"Ius gentium","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Pluralism (philosophy); Human rights; Legal pluralism; Political science; Law and economics; Epistemology; Law; Environmental ethics; Sociology; Philosophy; Legal research; Legal realism","score_opus":0.06436380612440411,"score_gpt":0.3301025778831703,"score_spread":0.2657387717587662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123033447","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011862667,0.0024260909,3.45112e-7,0.00098415,0.0023246456,0.00055405387,0.00006425116,0.00017347539,0.9816103],"genre_scores_gemma":[0.06970209,0.00012028731,0.000032185042,0.00015023128,0.0036431768,0.00002615143,0.000093802424,0.000026144595,0.92620593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979702,0.00014646133,0.00025425534,0.000399445,0.00064476684,0.00058483],"domain_scores_gemma":[0.999166,0.00010870403,0.00018946505,0.00019241797,0.00010905032,0.00023434097],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00029142754,0.00034711952,0.00043726503,0.000059998245,0.0022154257,0.00020549679,0.00030084242,0.0004587221,0.00042757342],"category_scores_gemma":[0.000035434678,0.00026841764,0.00017433308,0.00004639726,0.00078097533,0.00022266113,0.00014731227,0.00040025284,0.0005131367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000110513,0.000071344264,0.00016438401,0.000054076416,0.00026257389,0.000040705552,0.029372491,2.3765548e-7,0.000037501602,0.35355917,0.61575747,0.0006689874],"study_design_scores_gemma":[0.00016254024,0.000031628126,0.0013741133,0.00006206193,0.00009155019,7.8064954e-7,0.00016476506,7.968048e-8,0.0000145549075,0.0047449064,0.99296856,0.0003844562],"about_ca_topic_score_codex":0.013154487,"about_ca_topic_score_gemma":0.015548129,"teacher_disagreement_score":0.3772111,"about_ca_system_score_codex":0.000441986,"about_ca_system_score_gemma":0.00005645201,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W3174937614","doi":"10.1007/978-3-030-73036-9_14","title":"Empirical Data and the Powerful Lessons Learnt About Class Actions in Quebec","year":2021,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Class action; Plaintiff; Class (philosophy); Compensation (psychology); Actuarial science; Action (physics); Empirical research; Product (mathematics); Business; Computer science; Political science; Psychology; Law; Social psychology; Mathematics; Artificial intelligence; Statistics","score_opus":0.10654486796986351,"score_gpt":0.28714843938034557,"score_spread":0.18060357141048206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174937614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012663299,0.018184537,0.00019599442,0.0077247955,0.0030655507,0.00049099023,0.0016729437,0.000032700005,0.96736616],"genre_scores_gemma":[0.15963294,0.0098666195,0.00004652984,0.0011383186,0.0013015757,0.000026735162,0.00062991475,0.00013380626,0.82722354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974161,0.000032536846,0.0011211045,0.0010094247,0.0000530429,0.0003678084],"domain_scores_gemma":[0.99767816,0.00014646265,0.00062217214,0.0014039897,0.000032209842,0.00011700844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088701275,0.0002886942,0.0010711834,0.00022476708,0.00016927061,0.0003354858,0.0006749718,0.000470896,0.0010945607],"category_scores_gemma":[0.00008517761,0.00033474446,0.00021573126,0.00005754904,0.0004607017,0.00022281408,0.00057082577,0.00059044035,0.0010535201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025133802,0.000031783715,0.0023678618,0.00004020046,0.00019140601,0.000019238214,0.00044151928,0.000011117625,3.67537e-7,0.97308695,0.023028234,0.0007561832],"study_design_scores_gemma":[0.0008391423,0.000010530266,0.0019017301,0.00006132698,0.000030166178,0.000012893168,0.0001236803,0.0005359609,5.528258e-7,0.049773823,0.94632655,0.00038364058],"about_ca_topic_score_codex":0.014092362,"about_ca_topic_score_gemma":0.0777128,"teacher_disagreement_score":0.92331314,"about_ca_system_score_codex":0.00026682924,"about_ca_system_score_gemma":0.00014293955,"threshold_uncertainty_score":0.9999105},"labels":[],"label_agreement":null},{"id":"W3217599595","doi":"10.1007/978-981-16-4855-7_11","title":"Medical Liability in New Zealand","year":2021,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Liability; Compensation (psychology); Medical malpractice; Settlement (finance); Legislature; Harm; Personal injury; Liability insurance; Malpractice; Actuarial science; Business; Law; Political science; Psychology; Finance","score_opus":0.07288745338199369,"score_gpt":0.4230306930590045,"score_spread":0.3501432396770108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217599595","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026104567,0.0018368586,0.00002251843,0.055038832,0.004339652,0.0010121883,0.000035486362,0.000115821174,0.9349882],"genre_scores_gemma":[0.000928986,0.0010058276,0.00018439889,0.0037441354,0.0024123546,0.00002690544,0.00015988771,0.00005925622,0.99147826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574697,0.00042124116,0.0012374147,0.00074748194,0.001178169,0.0006686947],"domain_scores_gemma":[0.9958323,0.0018533382,0.0003254885,0.0009428774,0.00016973361,0.00087621075],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0020876518,0.0003529628,0.00088678807,0.00012502103,0.00013868496,0.0000137207035,0.00040048722,0.0018744053,0.17643249],"category_scores_gemma":[0.0041578263,0.0003125412,0.00020262058,0.00006942701,0.00014902913,0.00007680723,0.00040242664,0.0037379414,0.0041424083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011643672,0.00020182265,0.025970858,0.0014089848,0.00010849959,0.00071300816,0.0024485486,2.8374964e-7,0.0000053560643,0.07479591,0.8847198,0.009510502],"study_design_scores_gemma":[0.000714944,0.000038582435,0.0027901519,0.0012645271,0.00005642326,0.000003367262,0.00018789004,0.000007683323,0.0000013517855,0.013921386,0.9807466,0.00026704493],"about_ca_topic_score_codex":0.0017516488,"about_ca_topic_score_gemma":0.0060791904,"teacher_disagreement_score":0.17229009,"about_ca_system_score_codex":0.00024188323,"about_ca_system_score_gemma":0.0044263853,"threshold_uncertainty_score":0.99993265},"labels":[],"label_agreement":null},{"id":"W4248443558","doi":"10.1007/978-90-481-8963-2_11","title":"Concluding Comments","year":2010,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Political Theology and Sovereignty","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"History","score_opus":0.05340556569272329,"score_gpt":0.3386851387413879,"score_spread":0.2852795730486646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248443558","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013685883,0.00016747894,0.000028883489,0.0004008817,0.002251904,0.00015542979,0.00004517033,0.000075638665,0.9967378],"genre_scores_gemma":[0.12584788,0.00012579601,0.0001034047,0.0014481954,0.0008675907,0.0000035195383,0.000018835315,0.000022208207,0.8715626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887246,0.000048818893,0.00017603369,0.00022695691,0.00027094356,0.00040479223],"domain_scores_gemma":[0.9992484,0.00016128238,0.00009406296,0.00023052769,0.00006002494,0.00020574541],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039911867,0.00015852298,0.00024171855,0.000047212452,0.0005586963,0.000036389625,0.00033969228,0.0007760193,0.010740858],"category_scores_gemma":[0.00009114187,0.000164472,0.0001479934,0.000011537437,0.00089962926,0.00005089077,0.000110954585,0.00063085055,0.0017207954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031681666,0.000006315214,0.000018003591,0.0000039903784,0.000036222915,0.000014311532,0.0002016638,1.4543185e-8,0.0000054329325,0.99792224,0.0014428555,0.00034578308],"study_design_scores_gemma":[0.00005940157,0.0000052089626,0.000013335183,0.000011471512,0.000020494817,6.559863e-7,0.000020620748,2.1059658e-7,0.000020303634,0.4893702,0.51037526,0.000102871694],"about_ca_topic_score_codex":0.00008632971,"about_ca_topic_score_gemma":0.000079190526,"teacher_disagreement_score":0.5089324,"about_ca_system_score_codex":0.000074531024,"about_ca_system_score_gemma":0.00013380435,"threshold_uncertainty_score":0.99905646},"labels":[],"label_agreement":null},{"id":"W4252301238","doi":"10.1007/978-3-030-65588-4_9","title":"Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Jurisdiction; Political science; Geography; Business; Law; Computer science; Artificial intelligence","score_opus":0.0194609621122654,"score_gpt":0.24473121378830537,"score_spread":0.22527025167603998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252301238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000110256,0.0016643773,0.000001039659,0.008512983,0.0012101852,0.00007257192,0.00075139676,0.0000108785935,0.98776555],"genre_scores_gemma":[0.0010398001,0.00044127856,0.000010414606,0.0059386967,0.0010337367,0.0000018794551,0.000020025545,0.000018739247,0.99149543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989745,0.000012626955,0.000118669246,0.00020336565,0.00041460062,0.00027623825],"domain_scores_gemma":[0.99939966,0.000028740651,0.00009195522,0.00020660128,0.0000627053,0.00021034238],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006951618,0.00011537243,0.00015568346,0.000022172762,0.00021671667,0.000049821876,0.00021028993,0.00016331622,0.004789188],"category_scores_gemma":[0.0000406881,0.00014363989,0.000083125575,0.000025306013,0.00009636235,0.000027121,0.000030014855,0.00016969349,0.00010296527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[3.2382852e-7,5.48681e-7,0.0000019375718,0.0000040753143,0.000011858626,0.00009793192,0.00008960587,2.0943203e-7,3.6689121e-7,0.40530288,0.5938686,0.000621673],"study_design_scores_gemma":[0.0000309462,0.0000015942413,0.00005312021,0.000031936273,0.000013840402,0.0000014845959,0.000019430048,1.6845647e-7,0.0000035784549,0.0030484034,0.99662954,0.00016595672],"about_ca_topic_score_codex":0.99672425,"about_ca_topic_score_gemma":0.9998975,"teacher_disagreement_score":0.40276095,"about_ca_system_score_codex":0.00057343324,"about_ca_system_score_gemma":0.008199657,"threshold_uncertainty_score":0.99742293},"labels":[],"label_agreement":null},{"id":"W4254812040","doi":"10.1007/978-94-007-2342-9_3","title":"Canada","year":2011,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Taxation and Legal Issues","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Statute; Legislative history; Statutory interpretation; Statutory law; Law; Legislature; Legislation; Political science; Supreme court; Database transaction","score_opus":0.024578284969960333,"score_gpt":0.18643800473645977,"score_spread":0.16185971976649943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254812040","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033137378,0.00040635196,0.0000119471515,0.000250218,0.001839171,0.000120898716,0.000011638236,0.00008248078,0.9972442],"genre_scores_gemma":[0.045165084,0.00001587384,0.000016719478,0.0038822873,0.0020045766,0.0000034976601,0.000104513136,0.000054722394,0.9487527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991445,8.7011665e-7,0.00019653104,0.00023199755,0.00024927926,0.00017681473],"domain_scores_gemma":[0.99933374,0.0000045209754,0.00028032012,0.00025023086,0.00011800404,0.000013207704],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004569776,0.00021858305,0.00019601162,0.00011773785,0.000079162666,0.00012361867,0.00021885347,0.00011739984,0.013314513],"category_scores_gemma":[0.000010250862,0.00021275776,0.00007919027,0.00002447731,0.000023822035,0.0001966272,0.000101479374,0.00016150082,0.0030199876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038341645,0.000003848961,0.00006145257,0.000057157198,0.000027690652,0.000034305707,0.0000052011064,4.3847484e-7,0.0000024374106,0.5448039,0.45361054,0.0013892051],"study_design_scores_gemma":[0.00008136254,0.000001228088,0.00026668372,0.00003322239,0.000054275522,7.1574476e-7,0.0000037381487,0.0000068445065,0.0000050082826,0.0070004156,0.99228454,0.00026195403],"about_ca_topic_score_codex":0.76536155,"about_ca_topic_score_gemma":0.78601116,"teacher_disagreement_score":0.538674,"about_ca_system_score_codex":0.000042453048,"about_ca_system_score_gemma":0.00012264756,"threshold_uncertainty_score":0.9977563},"labels":[],"label_agreement":null},{"id":"W4255332293","doi":"10.1007/978-94-007-2342-9_12","title":"New Zealand","year":2011,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tax avoidance; Taxable income; Law and economics; Database transaction; Business; Liability; Indirect tax; Ad valorem tax; Double taxation; Income tax; Value-added tax; Tax law; Public economics; Economics; Tax reform; Law; Accounting; Political science; Computer science","score_opus":0.03213109021027128,"score_gpt":0.2000405858208981,"score_spread":0.16790949561062682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255332293","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000061317674,0.00028423307,0.00023853887,0.00035418195,0.0014872384,0.0001752775,0.000004974843,0.00017419677,0.99722004],"genre_scores_gemma":[0.0017401265,0.00005243211,0.00011459823,0.001307423,0.0030261278,0.0000027069143,0.00009899996,0.0000682993,0.9935893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903065,0.0000010090088,0.000245488,0.0003178341,0.00020919678,0.00019581176],"domain_scores_gemma":[0.99904156,0.000004921426,0.000502476,0.00032229902,0.000106954074,0.000021805889],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007177292,0.00027129424,0.00023437811,0.0002008431,0.0000732563,0.0001864937,0.00024908228,0.00016516804,0.017301906],"category_scores_gemma":[0.000007703065,0.00026498197,0.00013544234,0.000044875505,0.000024972365,0.00028785723,0.00014190003,0.00018777758,0.014979006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016522554,0.0000081124135,0.0003040453,0.00005684716,0.000033354005,0.000026528807,0.000012976124,8.396016e-7,0.000028668466,0.30107343,0.68202925,0.01640943],"study_design_scores_gemma":[0.00020671793,0.0000028440018,0.0004764783,0.0000578319,0.000060894497,0.0000014553065,0.0000012742023,0.000008315945,0.0000074541135,0.08500211,0.91387886,0.0002957857],"about_ca_topic_score_codex":0.00035584098,"about_ca_topic_score_gemma":0.00021746277,"teacher_disagreement_score":0.2318496,"about_ca_system_score_codex":0.00001654348,"about_ca_system_score_gemma":0.000041689706,"threshold_uncertainty_score":0.9999802},"labels":[],"label_agreement":null},{"id":"W4309777361","doi":"10.1007/978-981-19-4993-7_13","title":"Reinforcing the French Legacy While Borrowing from the Common Law: The Civil Code of Quebec (1991)","year":2022,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Legal and Social Philosophy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Civil code; Law; Legislation; De facto; Common law; Political science; Civil law (Civil law); Opposition (politics); Code (set theory); Public law; Computer science; Set (abstract data type)","score_opus":0.03750745888144744,"score_gpt":0.26450263965619536,"score_spread":0.22699518077474792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309777361","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008784736,0.002527354,0.00000436124,0.019335695,0.002206554,0.0006107127,0.0002873328,0.00006642296,0.97408307],"genre_scores_gemma":[0.7549812,0.0002169043,0.0000057615653,0.0024483453,0.002528249,0.0000334381,0.00011459611,0.00004801046,0.23962349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972689,0.00033616376,0.00049119955,0.000332407,0.0011819492,0.0003893778],"domain_scores_gemma":[0.9976984,0.0008668791,0.00046732393,0.0007814867,0.00011261582,0.00007323906],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001183723,0.00029170275,0.00041298228,0.000028732738,0.0035241055,0.00036121559,0.0018311808,0.00025393226,0.0022186672],"category_scores_gemma":[0.000051602317,0.00016462214,0.00049242936,0.000116359886,0.001182046,0.00025920954,0.0005180525,0.0010788478,0.000071791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006945845,0.0000084733065,0.000028821898,0.000007374322,0.00013099669,0.0000067113347,0.03253761,0.000022338958,0.000008254384,0.941622,0.024685634,0.00093481166],"study_design_scores_gemma":[0.00009755713,0.000017763063,0.00009508072,0.00004736038,0.00013281968,3.2599976e-7,0.0023923658,0.0000061629876,0.0000068001204,0.14029008,0.8567186,0.00019509449],"about_ca_topic_score_codex":0.568789,"about_ca_topic_score_gemma":0.6384126,"teacher_disagreement_score":0.832033,"about_ca_system_score_codex":0.00021330903,"about_ca_system_score_gemma":0.00036010446,"threshold_uncertainty_score":0.99869347},"labels":[],"label_agreement":null},{"id":"W4388578254","doi":"10.1007/978-3-031-41792-4_3","title":"Local Governments in the Canadian Federal System: Institutions, Jurisdiction and Cooperation","year":2023,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; Université de Sherbrooke","funders":"","keywords":"Jurisdiction; Public administration; Context (archaeology); Autonomy; Political science; Corporate governance; Architecture; Order (exchange); Local governance; Local government; Business; Law; Geography; Finance","score_opus":0.0367415163263648,"score_gpt":0.277690684098052,"score_spread":0.24094916777168718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388578254","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005402958,0.00024867622,0.0000896775,0.0013982633,0.0013522271,0.00046275544,0.00018274445,0.000036658912,0.9956887],"genre_scores_gemma":[0.71566707,0.00010848002,0.0000021952071,0.00022350054,0.00032566348,0.000020832924,0.000022557593,0.000010725568,0.283619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987598,0.000064555396,0.0002071825,0.0001999102,0.0004858689,0.0002826999],"domain_scores_gemma":[0.99960107,0.000029077932,0.000071931776,0.00011621058,0.000038105918,0.00014360584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048559124,0.000115150986,0.00014049317,0.000047270914,0.00085561554,0.00021759064,0.00013644557,0.00025881306,0.00002889252],"category_scores_gemma":[0.000028928853,0.0000964811,0.000037404097,0.000048073787,0.00021343844,0.00009689441,0.000019171728,0.000197604,0.00020922808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012366572,0.000002470486,0.00013449749,0.000023249384,0.000008464385,0.000027512087,0.0005654299,0.0000053332415,2.8771836e-7,0.9940943,0.0048511922,0.00028601885],"study_design_scores_gemma":[0.00010263412,0.000010709264,0.0026848863,0.00016206254,0.000013868124,0.000004438401,0.0003447518,0.000053855878,3.3581526e-7,0.0011413118,0.995355,0.00012616198],"about_ca_topic_score_codex":0.7940602,"about_ca_topic_score_gemma":0.97326237,"teacher_disagreement_score":0.992953,"about_ca_system_score_codex":0.0014830589,"about_ca_system_score_gemma":0.0007138505,"threshold_uncertainty_score":0.6580789},"labels":[],"label_agreement":null},{"id":"W4400400937","doi":"10.1007/978-3-031-59543-1_2","title":"The Crime-Crypto Nexus: Nuancing Risk Across Crypto-Crime Transactions","year":2024,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Cryptocurrency; Cybercrime; Nexus (standard); Computer security; Evasion (ethics); Hacker; Organised crime; Child pornography; Business; Sanctions; Criminology; Internet privacy; The Internet; Political science; Law; Computer science; Psychology","score_opus":0.017941336798464044,"score_gpt":0.26601391429091276,"score_spread":0.2480725774924487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400400937","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001653357,0.013726476,0.19827278,0.0005350016,0.0068168514,0.00053540705,0.00013087598,0.00059768034,0.7793684],"genre_scores_gemma":[0.010298141,0.003537702,0.000891962,0.00042043292,0.0007804243,0.00007814141,0.000016191285,0.0001263348,0.98385066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996747,0.000030463509,0.0006910759,0.0009809262,0.00070695713,0.00084357907],"domain_scores_gemma":[0.9977604,0.00022082863,0.00022596141,0.0014553433,0.00017886786,0.00015858338],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048994255,0.0006431397,0.0004895498,0.00011266496,0.001929909,0.00097050506,0.0014786434,0.00026843103,0.00027190865],"category_scores_gemma":[0.0000147155915,0.0004906189,0.00066475355,0.00013756474,0.000253717,0.00033708714,0.00048316712,0.0009878763,0.0025453344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001571123,0.00002926682,0.0000019504448,0.000105389736,0.0009620193,0.00006534138,0.004230461,0.00013598446,0.00004308488,0.91238856,0.038189437,0.043832783],"study_design_scores_gemma":[0.00020453191,0.000066898,0.00006123529,0.00014841557,0.00025316956,0.00002153774,0.00017628359,0.0013716671,0.0001975855,0.050460316,0.9464412,0.000597181],"about_ca_topic_score_codex":0.0003642372,"about_ca_topic_score_gemma":0.0003397244,"teacher_disagreement_score":0.90825176,"about_ca_system_score_codex":0.0001797807,"about_ca_system_score_gemma":0.00011987327,"threshold_uncertainty_score":0.99975455},"labels":[],"label_agreement":null},{"id":"W4402405303","doi":"10.1007/978-3-031-59547-9_9","title":"Terror on the Blockchain: The Emergent Crypto-Crime-Terror Nexus","year":2024,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Blockchain; Nexus (standard); Computer security; Criminology; Political science; Computer science; Sociology; Operating system","score_opus":0.022820383202423286,"score_gpt":0.2406621552440957,"score_spread":0.21784177204167243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402405303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034174914,0.0075604953,0.012268655,0.16161072,0.0058758534,0.0025375977,0.000119731114,0.0017029243,0.80798227],"genre_scores_gemma":[0.13849704,0.00021740053,0.0009896706,0.006154429,0.00096871995,0.00069915905,0.000025104355,0.00018200789,0.8522665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973486,0.000037769143,0.0005078583,0.0010476762,0.0005500609,0.00050803967],"domain_scores_gemma":[0.99618036,0.00009523288,0.00023917446,0.0032783805,0.00010838101,0.000098447985],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047546698,0.00055983954,0.00035425654,0.00021500015,0.0005647195,0.00022680547,0.0037549764,0.0005204624,0.00050601724],"category_scores_gemma":[0.000014644686,0.00032615406,0.00041870226,0.00019679834,0.00034712965,0.00002975369,0.0012915536,0.001386494,0.0027099203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026118328,0.00003509819,3.6310104e-7,0.0000177908,0.00013012842,0.000027809985,0.000490049,0.000009643322,0.000032345095,0.9333639,0.062449723,0.0034405342],"study_design_scores_gemma":[0.00006271728,0.000059987542,0.0000067339715,0.000053944776,0.00006325602,0.000033799955,0.00004485685,0.005402191,0.00018729852,0.3166528,0.67711836,0.00031403094],"about_ca_topic_score_codex":0.000015328627,"about_ca_topic_score_gemma":0.000031215233,"teacher_disagreement_score":0.6167111,"about_ca_system_score_codex":0.00008696966,"about_ca_system_score_gemma":0.00009135223,"threshold_uncertainty_score":0.99991906},"labels":[],"label_agreement":null},{"id":"W4407872008","doi":"10.1007/978-3-031-82463-0_5","title":"US Education Culture Wars: The Right in a Democracy to Exposure to a Plurality of Views","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Law, Rights, and Freedoms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Democracy; Political science; Law","score_opus":0.021077908195641037,"score_gpt":0.30684246250427205,"score_spread":0.285764554308631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872008","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009054863,0.0023345165,0.00053383084,0.008444385,0.0031459553,0.0020992183,0.00010018336,0.00004372187,0.9823927],"genre_scores_gemma":[0.021178184,0.00035048745,0.0003546279,0.0017566747,0.00078479084,0.00006839613,0.000030802632,0.0000162589,0.97545975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982811,0.000121994606,0.00045647335,0.0003917372,0.00046483503,0.00028382504],"domain_scores_gemma":[0.99886364,0.000056410805,0.0001881643,0.0004987325,0.00024766583,0.00014538731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054900657,0.00022357759,0.00038798666,0.00013916458,0.0002921053,0.00007325729,0.0006823571,0.00033923396,0.0006318398],"category_scores_gemma":[0.00008720222,0.00014737106,0.0002054765,0.00019824623,0.0009480072,0.00009497884,0.0001048581,0.0002504789,0.00014426385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016964928,0.000061131206,0.00014385463,0.000053599648,0.00003301236,0.000002880239,0.024289781,0.0000027466835,0.000026473086,0.83489114,0.13577327,0.004705162],"study_design_scores_gemma":[0.00008777945,0.000033749657,0.00019013857,0.00022349249,0.000047388527,4.6003439e-7,0.00039309074,3.452752e-7,0.000030878506,0.071707286,0.92709804,0.00018733731],"about_ca_topic_score_codex":0.0013191729,"about_ca_topic_score_gemma":0.016383434,"teacher_disagreement_score":0.7913248,"about_ca_system_score_codex":0.00021767878,"about_ca_system_score_gemma":0.00068360654,"threshold_uncertainty_score":0.91423404},"labels":[],"label_agreement":null},{"id":"W4407872022","doi":"10.1007/978-3-031-82463-0_4","title":"The Abortion Culture War and De-Democratization: States as Final Arbiters of Fundamental Human Rights and the Privatization of Abortion Restriction Enforcement","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Abortion; Democratization; Human rights; Enforcement; Political science; Law; Democracy; Biology; Pregnancy; Genetics","score_opus":0.01167303172541895,"score_gpt":0.28486475694865077,"score_spread":0.2731917252232318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7679373,0.032761503,0.0047684326,0.008392684,0.0014193412,0.010357416,0.00016150798,0.00032805093,0.17387375],"genre_scores_gemma":[0.9151782,0.017308678,0.00035388587,0.00013180163,0.00015626526,0.000065039916,0.0005450721,0.000021387199,0.066239685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989154,0.000028239692,0.00045832645,0.00023356835,0.0002509657,0.00011354518],"domain_scores_gemma":[0.9989538,0.000039899027,0.0004762998,0.00025782344,0.00024326894,0.000028911669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025455415,0.00015211341,0.00024452442,0.00011879939,0.00031982205,0.000015224252,0.000054997763,0.0001707191,0.0000147439205],"category_scores_gemma":[0.00005448523,0.00008821828,0.00004672192,0.00007427789,0.0003903223,0.000053335316,0.00004261663,0.00019410197,4.6588292e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012576062,0.000070014474,0.004860715,0.0014613604,0.00039903793,0.000004310015,0.0017143108,0.000038201826,0.0024175677,0.9737002,0.006655408,0.007421213],"study_design_scores_gemma":[0.0072465464,0.0024555589,0.04037689,0.0023222151,0.0015638196,0.00007571909,0.0011102279,0.00093942205,0.025151163,0.61048764,0.30773723,0.0005336102],"about_ca_topic_score_codex":0.00013678992,"about_ca_topic_score_gemma":0.00003059758,"teacher_disagreement_score":0.36321265,"about_ca_system_score_codex":0.00008387762,"about_ca_system_score_gemma":0.000073962765,"threshold_uncertainty_score":0.3597437},"labels":[],"label_agreement":null},{"id":"W4407872028","doi":"10.1007/978-3-031-82463-0_1","title":"Introduction: The Role of the Courts in Affirming Fundamental Human Rights as Essential to Democracy","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Democracy; Political science; Human rights; Law and economics; Environmental ethics; Law; Sociology; Philosophy; Politics","score_opus":0.006939416129402239,"score_gpt":0.27697495540437306,"score_spread":0.2700355392749708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04124657,0.000094100695,0.0000024960013,0.004312445,0.003111518,0.0005710178,0.000024914854,0.00002070325,0.95061624],"genre_scores_gemma":[0.4516394,0.0000019469549,0.000008264774,0.00007623816,0.001789634,0.0000064145443,0.000009049862,0.0000072644475,0.54646176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845326,0.000066097,0.00031834617,0.0002972795,0.00065455603,0.00021046649],"domain_scores_gemma":[0.99928886,0.00004545326,0.00018568517,0.00029131823,0.00014448246,0.000044180208],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028786648,0.00016442781,0.00019130585,0.00012239844,0.0012944853,0.000094275456,0.0006733981,0.00014570594,0.0035709182],"category_scores_gemma":[0.000010260302,0.00010837805,0.00018189449,0.000035905396,0.0003288838,0.000076381795,0.00016953191,0.00027724594,0.00014417748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001021384,0.000023405391,0.000015412608,0.0000050056537,0.000044242915,0.0000035037717,0.0015724974,0.0000054017974,0.0000982555,0.99241745,0.0057221786,0.00008241527],"study_design_scores_gemma":[0.000057114852,0.00000913367,0.00009807274,0.000052299307,0.000026145859,0.0000010164476,0.00004412103,9.276864e-7,0.0003818031,0.40868887,0.59055865,0.00008180921],"about_ca_topic_score_codex":0.0029444995,"about_ca_topic_score_gemma":0.023850583,"teacher_disagreement_score":0.5848365,"about_ca_system_score_codex":0.00021890852,"about_ca_system_score_gemma":0.00017459977,"threshold_uncertainty_score":0.99733996},"labels":[],"label_agreement":null},{"id":"W4407872049","doi":"10.1007/978-3-031-82463-0_6","title":"Selected US Culture Wars Involving the Scope of Authorities of Competing Sovereign Powers: The Court’s Role","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Scope (computer science); Sovereignty; Political science; Law; Law and economics; Sociology; Computer science; Politics","score_opus":0.014783248950404221,"score_gpt":0.2625781530334698,"score_spread":0.2477949040830656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013617147,0.0038847649,0.000007125236,0.00026245776,0.0007490046,0.00031655148,0.000111502115,0.000028541312,0.9932783],"genre_scores_gemma":[0.28399926,0.00042302007,0.00006548884,0.000121622164,0.00042396833,0.0000048722063,0.000035858357,0.000015916246,0.71491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847865,0.00010104531,0.00035151272,0.00018834432,0.00067751505,0.00020294588],"domain_scores_gemma":[0.998415,0.0002014511,0.00039725026,0.00020886207,0.0007485928,0.000028833381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046561638,0.00017341094,0.000269988,0.00006586285,0.0007052335,0.000086133536,0.0007260839,0.00020980193,0.00082823785],"category_scores_gemma":[0.00006207246,0.000105547086,0.00018829906,0.00004347803,0.00059410586,0.0000702548,0.00010518574,0.00034433417,0.00001396833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009790069,0.000009403492,0.000015248463,0.000036004774,0.00014001378,0.0000012271158,0.0065899026,0.000005596591,0.00006920729,0.9856505,0.0074333916,0.000039720162],"study_design_scores_gemma":[0.00015611998,0.000040641884,0.00013830136,0.000790283,0.00016614025,9.5047767e-7,0.0022952533,0.000028243288,0.0005652674,0.43206716,0.5635096,0.00024204257],"about_ca_topic_score_codex":0.0013356603,"about_ca_topic_score_gemma":0.0025526208,"teacher_disagreement_score":0.5560762,"about_ca_system_score_codex":0.000089492285,"about_ca_system_score_gemma":0.00042359837,"threshold_uncertainty_score":0.9068624},"labels":[],"label_agreement":null},{"id":"W4407872062","doi":"10.1007/978-3-031-82463-0_3","title":"US Education Culture Wars: Freedom of Expression, Race, Gender and Revisionist History","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Race (biology); Gender studies; Freedom of expression; Expression (computer science); Political science; Sociology; Law; Computer science; Human rights","score_opus":0.02641258917248994,"score_gpt":0.2919260806132477,"score_spread":0.26551349144075775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872062","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000050684266,0.03551711,0.000010132174,0.00027504948,0.0064426577,0.00029515557,0.00002795491,0.00002478267,0.95735645],"genre_scores_gemma":[0.00062532333,0.016526217,0.00039225086,0.00021296093,0.00068956445,0.000011185109,0.0000395423,0.000012172358,0.9814908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889284,0.00002511483,0.00027176566,0.00029784374,0.00036330384,0.00014910618],"domain_scores_gemma":[0.99894434,0.000021526412,0.00030458067,0.00024317371,0.00038979805,0.00009659492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019506918,0.00017190793,0.0002870166,0.00010827928,0.00037667103,0.000031915642,0.00019528756,0.0002852864,0.0013781673],"category_scores_gemma":[0.00005046651,0.000131101,0.00012475801,0.00003538258,0.00042918016,0.00009140902,0.000121833225,0.00016722905,0.00003945758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004590463,0.000036851376,0.00008035994,0.00012322949,0.000047654343,5.027528e-7,0.008442174,1.9601057e-7,0.000015275587,0.09827043,0.88946086,0.0035178687],"study_design_scores_gemma":[0.00008012146,0.000008264938,0.00017137203,0.0002613394,0.00007301331,3.5279746e-7,0.004057833,1.6667694e-7,0.0000039385595,0.0023143236,0.9928781,0.00015121682],"about_ca_topic_score_codex":0.00038075156,"about_ca_topic_score_gemma":0.00005481429,"teacher_disagreement_score":0.103417195,"about_ca_system_score_codex":0.00029918048,"about_ca_system_score_gemma":0.00096078083,"threshold_uncertainty_score":0.9995347},"labels":[],"label_agreement":null},{"id":"W4407872098","doi":"10.1007/978-3-031-82463-0_2","title":"Litigating the Politics of Religious Conservatism in Public Life","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Conservatism; Politics; Political science; Public life; History; Law","score_opus":0.035965311125120684,"score_gpt":0.2908164689351406,"score_spread":0.25485115781001993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872098","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032204183,0.0021509328,0.000034152003,0.008837676,0.00059806794,0.00023017588,0.00019320675,0.000029065253,0.9876047],"genre_scores_gemma":[0.28319675,0.00076818984,0.00020534522,0.003320448,0.00043109411,0.000008284238,0.000029506276,0.00001410714,0.7120263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985087,0.00008635618,0.00044046805,0.00018755358,0.00041467327,0.00036223757],"domain_scores_gemma":[0.9985113,0.00059009885,0.0002600731,0.00026194064,0.00024171427,0.00013483639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038884443,0.0001551369,0.000293457,0.00011325329,0.00033773316,0.000051448173,0.00039717523,0.00023031102,0.00021980978],"category_scores_gemma":[0.000593308,0.00013992067,0.00013533581,0.0000918494,0.0019967174,0.000044628567,0.00009961272,0.0003260399,0.000025404075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[7.4563997e-7,0.0000065405493,0.00043355947,0.00002657511,0.000032295124,0.0000060204948,0.0005923479,0.0000010697056,6.0295184e-7,0.97908235,0.019664664,0.00015325707],"study_design_scores_gemma":[0.00006404345,0.0000073827377,0.000055912977,0.00013010415,0.000028616701,8.9613803e-7,0.000375585,0.000003048939,0.0000015589069,0.08660839,0.91259867,0.00012581258],"about_ca_topic_score_codex":0.006791143,"about_ca_topic_score_gemma":0.0014892577,"teacher_disagreement_score":0.89293396,"about_ca_system_score_codex":0.00014195038,"about_ca_system_score_gemma":0.006667165,"threshold_uncertainty_score":0.99982274},"labels":[],"label_agreement":null},{"id":"W60361883","doi":"10.1007/978-94-007-4510-0_3","title":"Diversité culturelle et droits de la personne: la situation au Canada","year":2012,"lang":"fr","type":"book-chapter","venue":"Ius gentium","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.009447427657220737,"score_gpt":0.21150124480764645,"score_spread":0.20205381715042572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W60361883","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009338371,0.0049088835,0.000023893163,0.0012851871,0.0028900758,0.00017105546,0.00027678182,0.000025522124,0.98108023],"genre_scores_gemma":[0.35744688,0.0014720933,0.000050379207,0.00048354256,0.0011388033,0.000003912182,0.000069883106,0.000030201267,0.6393043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827373,0.0002420914,0.00017000541,0.00028252427,0.0005481565,0.00048351352],"domain_scores_gemma":[0.99901915,0.00014031703,0.00013177261,0.00016846691,0.00008789513,0.00045240932],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058393355,0.00021216525,0.0002243217,0.00016231515,0.0015772737,0.00022143942,0.00029807226,0.0005200337,0.00481567],"category_scores_gemma":[0.00004892244,0.00030646764,0.00018434561,0.000077022436,0.00094392826,0.00022047748,0.00007074124,0.0004467437,0.00046165893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000006564714,0.000032018626,0.00088118354,0.00007524393,0.000121620076,0.00015152013,0.036400247,0.000019880636,0.000047983704,0.8037849,0.1554901,0.0029887296],"study_design_scores_gemma":[0.00014640395,0.00000833907,0.004560759,0.000057667643,0.00021080048,0.000015606662,0.0013655388,0.000005216909,0.0000024902147,0.0009476693,0.9923393,0.00034021027],"about_ca_topic_score_codex":0.99749416,"about_ca_topic_score_gemma":0.9998103,"teacher_disagreement_score":0.8368492,"about_ca_system_score_codex":0.006191516,"about_ca_system_score_gemma":0.0058993273,"threshold_uncertainty_score":0.9999387},"labels":[],"label_agreement":null},{"id":"W7117960420","doi":"10.1007/978-3-032-05530-9_5","title":"Emerging Trends in Climate Change Litigation in the European and the Inter-American Human Rights Systems","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Human rights; Climate change; Jurisprudence; Context (archaeology); International community; Commission; Advisory opinion; International law; Environmental law","score_opus":0.02481446947361959,"score_gpt":0.3012690279957569,"score_spread":0.2764545585221373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117960420","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036448182,0.00057055714,6.3315935e-7,0.0012474632,0.00026076124,0.00030739902,0.000028381906,0.000015200502,0.9939248],"genre_scores_gemma":[0.85277826,0.00042249024,0.000001883651,0.00026298812,0.0005510772,0.000024838819,0.00003892225,0.000013909573,0.14590563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859786,0.00052455114,0.00024490984,0.00020850051,0.0001938704,0.00023033473],"domain_scores_gemma":[0.9995583,0.00005914242,0.00015383327,0.00019377109,0.0000048904476,0.00003000678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011588765,0.00014522656,0.00019949055,0.00016187358,0.0003701326,0.00010726624,0.00028684354,0.00005571999,0.000055158693],"category_scores_gemma":[0.0000028317477,0.000093503324,0.000065607645,0.00008490114,0.0005634784,0.00006270845,0.000096782765,0.00022918264,0.000024471568],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046018736,0.000009724099,0.00034781796,0.000019685496,0.000010287628,0.000013024096,0.019808747,3.7897703e-7,0.0000012315717,0.9692472,0.00046127863,0.010075979],"study_design_scores_gemma":[0.0003681867,0.00002387501,0.00656667,0.00030762676,0.000036273315,0.0000012164501,0.0012853923,0.000010529935,5.4972213e-7,0.004666615,0.9865364,0.00019670618],"about_ca_topic_score_codex":0.023418931,"about_ca_topic_score_gemma":0.037995294,"teacher_disagreement_score":0.9860751,"about_ca_system_score_codex":0.00008134324,"about_ca_system_score_gemma":0.000004596043,"threshold_uncertainty_score":0.9830842},"labels":[],"label_agreement":null},{"id":"W7117979958","doi":"10.1007/978-3-032-06858-3_9","title":"New Zealand and Manitoba Unexplained Wealth Law: Surveying the Rights Landscape","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Context (archaeology); Property (philosophy); Liability; Real property; Property law; Property rights","score_opus":0.02198729222815175,"score_gpt":0.2788151382868991,"score_spread":0.2568278460587473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117979958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014345247,0.0008301244,0.000067524335,0.005891303,0.00046892473,0.00046828674,0.00009006884,0.0000684424,0.99197185],"genre_scores_gemma":[0.01463391,0.00059928454,0.000111997666,0.00035515474,0.0007959973,0.000011320487,0.000049950802,0.000015662356,0.98342675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889624,0.000052919702,0.00020905481,0.00030686174,0.0002751737,0.000259748],"domain_scores_gemma":[0.999188,0.0001712776,0.00012881713,0.00030436463,0.00006085636,0.00014665101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042730197,0.00017364451,0.00020273145,0.000044047913,0.0011649725,0.00023250953,0.00034289266,0.00019455024,0.00031401418],"category_scores_gemma":[0.000009629953,0.00012609146,0.00008077984,0.000049673938,0.00014233132,0.000060419003,0.00012238696,0.00026483706,0.00009166485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038420794,0.0000036519539,0.00010537519,0.00000953599,0.000031416737,0.0000024235032,0.00065762846,5.1159634e-7,0.0000010484865,0.90072477,0.097172834,0.0012869645],"study_design_scores_gemma":[0.00013263721,0.0000065444488,0.00026624402,0.000038750688,0.000045818113,7.9379197e-7,0.000093915034,0.0000048743877,0.0000016880886,0.061144486,0.938124,0.00014023569],"about_ca_topic_score_codex":0.043853994,"about_ca_topic_score_gemma":0.2523928,"teacher_disagreement_score":0.84095114,"about_ca_system_score_codex":0.000052940883,"about_ca_system_score_gemma":0.00025836428,"threshold_uncertainty_score":0.9625131},"labels":[],"label_agreement":null},{"id":"W7118008691","doi":"10.1007/978-3-032-06858-3_8","title":"Surveilling the Citizen: Constitutional Tensions Within the Canadian AML Regime","year":2025,"lang":"en","type":"book-chapter","venue":"Ius gentium","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Government (linguistics); Human rights; Foreign policy; Constitution; International relations; Legislature","score_opus":0.041584146728787984,"score_gpt":0.27567712419518076,"score_spread":0.23409297746639277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118008691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006321425,0.001761213,0.000056707573,0.012311681,0.0036860285,0.00045863236,0.00055689126,0.00005114645,0.9810545],"genre_scores_gemma":[0.116775535,0.00040391352,0.000023573964,0.0022535885,0.0009644876,0.000015014033,0.000041691073,0.000016374463,0.8795058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816275,0.000102652586,0.00027385628,0.00034985784,0.0006875345,0.000423356],"domain_scores_gemma":[0.99835193,0.00049329404,0.0002485062,0.00047456636,0.0002622312,0.00016949886],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009227046,0.0002443435,0.0002544204,0.00009044077,0.0036174725,0.0002677457,0.0006512788,0.00033088695,0.00067160267],"category_scores_gemma":[0.00031002198,0.00016642637,0.00022255254,0.0000956627,0.0029557708,0.000076285316,0.00007632298,0.0006788659,0.00012994661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032450002,0.0000029324897,0.000041400875,0.000004479634,0.000059522346,0.000016505956,0.0014527503,0.000018036686,0.0000013637858,0.85778636,0.14033848,0.00027489962],"study_design_scores_gemma":[0.0000673794,0.000004514214,0.00015296452,0.00009871729,0.00006081245,0.000005498764,0.0006453759,0.000014129154,0.0000035589624,0.025137886,0.97358966,0.00021952642],"about_ca_topic_score_codex":0.4768921,"about_ca_topic_score_gemma":0.94560564,"teacher_disagreement_score":0.8332512,"about_ca_system_score_codex":0.000527007,"about_ca_system_score_gemma":0.0055432385,"threshold_uncertainty_score":0.9997576},"labels":[],"label_agreement":null}]}