{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"63579131dcb0","filters":{"venue":"Law and visual jurisprudence"}},"results":[{"id":"W4401356379","doi":"10.1007/978-3-031-51248-3_26","title":"Hegemonic Masculinity and Beyond: An Overview of Social Science and Interdisciplinary Research on the Manosphere","year":2024,"lang":"en","type":"book-chapter","venue":"Law and visual jurisprudence","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Hegemonic masculinity; Masculinity; Hegemony; Sociology; Gender studies; Social science; Political science; Politics; Law","authors":[{"name":"Pauline Hoebanx","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.157073030383397,"gpt":0.4757779820924844,"spread":0.3187049517090874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002767266,0.0002004425,0.0003165066,0.00008770257,0.002733464,0.0004238655,0.0003767192,0.0001845877,0.00003982471],"category_scores_gemma":[0.00003684235,0.0001472768,0.00005851062,0.000160933,0.004064413,0.0002572201,0.001588159,0.0005870683,0.00001602383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007056425,"about_ca_system_score_gemma":0.0001895136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006691766,"about_ca_topic_score_gemma":0.004219238,"domain_scores_codex":[0.9975007,0.0001117252,0.0002303436,0.0005948416,0.001206055,0.0003562962],"domain_scores_gemma":[0.9991722,0.000154253,0.00008370786,0.0001642213,0.0002919052,0.0001337242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001509697,0.00002220219,0.0000215459,0.0001960289,0.00002740931,0.000007179985,0.01121787,1.207221e-8,0.00001436287,0.9843792,0.001039798,0.003059292],"study_design_scores_gemma":[0.0002243913,0.001127767,0.003346384,0.001009822,0.0001640124,0.000007392535,0.0702889,0.00003245017,0.00004878699,0.7574847,0.1656442,0.0006211886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05777619,0.01967497,8.283514e-7,0.009175871,0.0003246237,0.000572884,0.00004014026,0.00003855838,0.912396],"genre_scores_gemma":[0.9414576,0.01508953,0.000007649539,0.0002888364,0.0002701213,0.00000994324,0.000001170091,0.0000192802,0.04285585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8836814,"threshold_uncertainty_score":0.998646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392061565","doi":"10.1007/978-3-031-47347-0_3","title":"Finding the Intangible: Contested Cityscapes, Inclusive Cultural Heritage Determinations, Balancing Stakeholder Interests… Is Urban Property Law Up to the Challenge?","year":2024,"lang":"en","type":"book-chapter","venue":"Law and visual jurisprudence","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Property (philosophy); Cultural property; Stakeholder; Cultural heritage; Political science; Sociology; Law; Law and economics; Epistemology; Philosophy","authors":[{"name":"Sara Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1160009733264021,"gpt":0.3049235310576114,"spread":0.1889225577312094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002740691,0.0004409263,0.0003161578,0.00005540302,0.001300352,0.001543199,0.0004742527,0.0001330318,0.0009744978],"category_scores_gemma":[0.00001530914,0.0002075034,0.0001245912,0.00003834897,0.0003941372,0.0005676396,0.00070325,0.0005693253,0.0001573853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008224761,"about_ca_system_score_gemma":0.00001640811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120285,"about_ca_topic_score_gemma":0.03712894,"domain_scores_codex":[0.9983262,0.00004462002,0.0004090605,0.0005193992,0.0004008937,0.0002997832],"domain_scores_gemma":[0.999136,0.0001350092,0.0001502849,0.0002870152,0.0002162967,0.0000754073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002443833,0.000008980873,0.000005628515,0.0001994499,0.0001026086,0.00001941045,0.05507326,2.517716e-7,0.00001632678,0.9190037,0.02304916,0.002496813],"study_design_scores_gemma":[0.0001392985,0.0002004809,0.00001238922,0.0009732647,0.0001402988,0.000005708946,0.005097247,0.0001718077,0.00003108806,0.005455458,0.9873596,0.0004133364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004095805,0.004377758,0.000008327747,0.009103223,0.001435899,0.001737018,0.0001834756,0.0001994231,0.9788591],"genre_scores_gemma":[0.5134663,0.0001730676,0.0000037642,0.003115213,0.0008737003,0.00006217701,0.00005279541,0.00003724062,0.4822157],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9643105,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392030535","doi":"10.1007/978-3-031-47347-0_29","title":"Shrouds of Silence: Dismantling of the Heritage Sites of Middle Eastern Minorities as de facto Erasure of History","year":2024,"lang":"en","type":"book-chapter","venue":"Law and visual jurisprudence","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"De facto; Silence; Erasure; Ethnology; History; Political science; Sociology; Art; Law; Aesthetics; Computer science","authors":[{"name":"Nergis Canefe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04221581360232162,"gpt":0.269369255306404,"spread":0.2271534417040824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000300097,0.0001580183,0.0003447642,0.00005157378,0.00004736751,0.00000573528,0.0002517038,0.0002043235,0.0009021176],"category_scores_gemma":[0.0000510657,0.0001046261,0.0001331421,0.00003668949,0.001266632,0.00008113934,0.00008397384,0.0003306338,0.000005309963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008060604,"about_ca_system_score_gemma":0.0001156197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005927993,"about_ca_topic_score_gemma":0.00176054,"domain_scores_codex":[0.9987113,0.00004616345,0.0003374095,0.0002118897,0.0005154554,0.0001777152],"domain_scores_gemma":[0.9992173,0.0002608948,0.0002187657,0.0001393885,0.000088869,0.00007477617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002636444,0.0001872687,0.3787272,0.03074896,0.0008416886,0.000151715,0.02679743,0.0002920009,0.04309838,0.4272315,0.0002754495,0.08901193],"study_design_scores_gemma":[0.001324785,0.0173575,0.1852858,0.02033419,0.0007618393,0.0001277308,0.005048377,0.006529923,0.09964749,0.5988989,0.06213767,0.002545782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8463678,0.03367909,0.00005801551,0.00002949717,0.0001933534,0.0002991025,0.0002532943,0.00001311544,0.1191067],"genre_scores_gemma":[0.9695546,0.001125333,0.00007584278,0.00002328357,0.00004774345,8.957063e-7,0.000008861837,0.000004410727,0.02915901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1934415,"threshold_uncertainty_score":0.9877555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399400728","doi":"10.1007/978-3-031-55521-3_14","title":"From Art in the Service of… to the Liberation of Sense Experience and Wonder","year":2024,"lang":"en","type":"book-chapter","venue":"Law and visual jurisprudence","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Wonder; Sense (electronics); Art; Aesthetics; Liberation; Psychology; Engineering; Social psychology; Chemistry","authors":[{"name":"Bruce Anderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02133217949313128,"gpt":0.3337037135724533,"spread":0.312371534079322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323885,0.0001207767,0.0001672872,0.000005432712,0.0001920515,0.00009021259,0.0001804278,0.0002067985,0.00006482841],"category_scores_gemma":[0.00001133634,0.00007081115,0.00004188288,0.00008788242,0.0004263146,0.0001055342,0.00008457473,0.0002223441,0.00001485048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001126076,"about_ca_system_score_gemma":0.0000390278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822647,"about_ca_topic_score_gemma":0.007373546,"domain_scores_codex":[0.9990512,0.0000518026,0.0001888152,0.0002285008,0.0003683091,0.0001113299],"domain_scores_gemma":[0.9995133,0.00017821,0.0000744248,0.0001291795,0.0000652711,0.00003956794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000995039,0.00001031695,0.00001187399,0.00003976348,0.00001282153,0.000004770066,0.2339678,9.145354e-7,0.0001747328,0.7639378,0.001539251,0.0002899146],"study_design_scores_gemma":[0.00008270175,0.00006308474,0.0001251364,0.0004927438,0.00005629809,0.000002839031,0.02343876,0.00002139893,0.0002344439,0.05763962,0.9176374,0.0002055529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.180881,0.006469708,0.00003232006,0.0134233,0.0006326389,0.001043341,0.00012129,0.00004015747,0.7973562],"genre_scores_gemma":[0.8962281,0.002479282,0.00008337758,0.005640781,0.0006235876,0.00002670045,0.00001156928,0.00001753777,0.09488903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9160982,"threshold_uncertainty_score":0.4114612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401356042","doi":"10.1007/978-3-031-51248-3_21","title":"Cyberbullying Movies: The Relevance of the Cinematic Portrayal of Cyberbullying","year":2024,"lang":"en","type":"book-chapter","venue":"Law and visual jurisprudence","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Relevance (law); Psychology; Political science","authors":[{"name":"Marcel Danesi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01835567306973861,"gpt":0.3084129261285855,"spread":0.2900572530588469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004336337,0.0004089261,0.0005972217,0.00007588881,0.0002918688,0.00004478347,0.0004975116,0.0003805725,0.0006462383],"category_scores_gemma":[0.00004545183,0.0002385166,0.0002467326,0.0001205087,0.0007362171,0.00007697932,0.000267829,0.0006599132,0.00004272779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067851,"about_ca_system_score_gemma":0.00006837425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333684,"about_ca_topic_score_gemma":0.00008858615,"domain_scores_codex":[0.9977362,0.00006944797,0.0008521692,0.0005352467,0.0005181404,0.0002888266],"domain_scores_gemma":[0.9978417,0.0004771237,0.0008380066,0.0006348853,0.00014233,0.00006602658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005113321,0.00004962926,0.0001924199,0.000965104,0.0001934355,0.00002169325,0.002999648,0.00002434244,0.0003382697,0.99195,0.00137709,0.00183723],"study_design_scores_gemma":[0.0026661,0.001400836,0.003653455,0.06862563,0.003619434,0.0007426388,0.003874709,0.001958877,0.003245805,0.1881054,0.7185039,0.003603244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01591798,0.02812737,0.0004500142,0.0006286834,0.002773346,0.001206625,0.00008388384,0.0001155047,0.9506966],"genre_scores_gemma":[0.6331832,0.002167889,0.0001637798,0.0006028593,0.0004034694,0.000041357,0.00001198682,0.0001322425,0.3632932],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8038446,"threshold_uncertainty_score":0.9726425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}