{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"7554bdf32331","filters":{"venue":"Cambridge Forum on AI Law and Governance"}},"results":[{"id":"W4406627812","doi":"10.1017/cfl.2024.13","title":"From principles to practice: The case for coordinated international LLMs supervision","year":2025,"lang":"en","type":"article","venue":"Cambridge Forum on AI Law and Governance","topic":"Comparative and International Law Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Engineering ethics; Engineering","authors":[{"name":"Oscar Borgogno","is_ca":false},{"name":"Alessandra Perrazzelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02374021330698723,"gpt":0.3554710859522524,"spread":0.3317308726452652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1067052,0.0005392154,0.0007616407,0.002277176,0.0122788,0.0219998,0.004404316,0.01259254,0.007519372],"category_scores_gemma":[0.08957169,0.0007758677,0.0009444733,0.001886384,0.07831237,0.01710499,0.02018293,0.01586697,0.001160627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668671,"about_ca_system_score_gemma":0.03754765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042996,"about_ca_topic_score_gemma":0.007232623,"domain_scores_codex":[0.8800032,0.08809358,0.003230052,0.008655042,0.0118745,0.008143775],"domain_scores_gemma":[0.8991376,0.05356396,0.006271959,0.02298141,0.011254,0.006790921],"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":[0.000006509573,0.00002288592,0.0003992323,0.00003122921,0.000006361776,0.0001216546,0.008688385,0.0009315406,0.00005781632,0.9784082,0.003888156,0.007438014],"study_design_scores_gemma":[0.00003567446,0.00004989298,0.0005137843,0.0004836536,0.00001008054,0.0001450767,0.01208187,0.003093952,0.0002055011,0.8696491,0.1136942,0.00003732043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04381794,0.001438491,0.1567879,0.2490356,0.000785573,0.0004088814,0.00004238057,0.0003941263,0.5472891],"genre_scores_gemma":[0.9537862,0.0002724964,0.02515295,0.007597812,0.0001540283,0.0003690753,0.00002729845,0.0001322391,0.01250787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1067052,"threshold_uncertainty_score":0.5643176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410449603","doi":"10.1017/cfl.2025.5","title":"Meta’s AI moderation and free speech: Ongoing challenges in the Global South","year":2025,"lang":"en","type":"article","venue":"Cambridge Forum on AI Law and Governance","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Moderation; Free speech; Psychology; Cognitive psychology; Computer science; Political science; Social psychology; Law","authors":[{"name":"Soorya Balendra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02471794484472745,"gpt":0.2437754124620853,"spread":0.2190574676173578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01556517,0.0002882641,0.0004863115,0.001832326,0.006573376,0.01006952,0.0009891113,0.001817213,0.01105284],"category_scores_gemma":[0.02414153,0.0003491031,0.0003346759,0.001833322,0.01602003,0.01356357,0.0109402,0.003705355,0.001010901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955107,"about_ca_system_score_gemma":0.00406088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006912373,"about_ca_topic_score_gemma":0.009590094,"domain_scores_codex":[0.9938232,0.003661025,0.0001564556,0.0008937547,0.0008829459,0.0005825945],"domain_scores_gemma":[0.9714965,0.01946658,0.00220476,0.003281946,0.002180317,0.001369837],"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":[0.0001610083,0.0001127369,0.02933166,0.0005451667,0.00003775069,0.001059218,0.3946605,0.0004887917,0.003610328,0.4165833,0.01247533,0.1409341],"study_design_scores_gemma":[0.0000300613,0.0001049795,0.03485543,0.001247865,0.00004564911,0.0006698013,0.521975,0.001503882,0.003415695,0.193237,0.2428402,0.00007438958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6248769,0.003382257,0.01598368,0.1289175,0.0003728921,0.0001023494,0.000247376,0.0001796544,0.2259374],"genre_scores_gemma":[0.990756,0.0006079188,0.001293299,0.003088071,0.00006192333,0.00004552136,0.00003640163,0.00009860521,0.004012376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9934266,"threshold_uncertainty_score":0.08231747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125828218","doi":"10.1017/cfl.2025.10022","title":"Augmenting military decision making with artificial intelligence","year":2025,"lang":"en","type":"article","venue":"Cambridge Forum on AI Law and Governance","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Military intelligence; Military theory; Applications of artificial intelligence; Military threat; Work (physics); Revolution in Military Affairs; Politics; Military science","authors":[{"name":"Karina Vold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0192241593352662,"gpt":0.33882771080288,"spread":0.3196035514676138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121611,0.0007147681,0.0005451218,0.002052572,0.001539092,0.006139384,0.001531478,0.001771051,0.008855299],"category_scores_gemma":[0.04178343,0.0003707176,0.0007534297,0.001569257,0.01095252,0.007639469,0.005412583,0.002625925,0.0009430004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668892,"about_ca_system_score_gemma":0.003041232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320439,"about_ca_topic_score_gemma":0.002428013,"domain_scores_codex":[0.9891744,0.00847626,0.0003622143,0.0005762777,0.001012358,0.0003985209],"domain_scores_gemma":[0.9466849,0.04370233,0.003083793,0.003254934,0.002351927,0.0009220138],"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":[0.0002406619,0.000549595,0.01038787,0.000797016,0.0001400187,0.0004935389,0.01097881,0.05470877,0.002375235,0.7358377,0.005699182,0.1777916],"study_design_scores_gemma":[0.00004753332,0.0001407195,0.002250716,0.0004989334,0.00004484178,0.00007873702,0.002778387,0.05261146,0.001096535,0.8997868,0.04060835,0.0000569905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.199129,0.003647662,0.3796124,0.05624362,0.0008585247,0.0004522757,0.0001613515,0.0006107377,0.3592844],"genre_scores_gemma":[0.917075,0.001065781,0.07749416,0.001100832,0.0002077854,0.0001169302,0.00006423099,0.00003525296,0.002840033],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0121611,"threshold_uncertainty_score":0.06431484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}