{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"72abb1b45814","filters":{"venue":"Frontiers in Law"}},"results":[{"id":"W4385068601","doi":"10.6000/2817-2302.2023.02.08","title":"Current Legal Problems in Interpreting International Civil Aviation Law","year":2023,"lang":"en","type":"article","venue":"Frontiers in Law","topic":"International Law and Aviation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Civil aviation; Aviation law; Convention; Law; Obligation; International law; Political science; Treaty; CLARITY; Aviation; Engineering; Public international law","authors":[{"name":"Ruwantissa Abeyratne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356343581865721,"gpt":0.2995527421153344,"spread":0.2859893062966772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06942459,0.0008026616,0.001340424,0.00891831,0.0132294,0.03212466,0.008256841,0.0165883,0.006406294],"category_scores_gemma":[0.08299066,0.001185309,0.001143302,0.01089644,0.08238472,0.02832215,0.007395712,0.02205631,0.002640574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0178133,"about_ca_system_score_gemma":0.02126621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785222,"about_ca_topic_score_gemma":0.01797288,"domain_scores_codex":[0.9563012,0.02350977,0.002815557,0.004077191,0.01081646,0.002479906],"domain_scores_gemma":[0.9244459,0.0585799,0.00327747,0.003218217,0.009314973,0.001163605],"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":[0.000002101028,0.00001032464,0.0001024539,0.00005873137,0.000001591604,0.00003881377,0.004328098,0.0001064996,0.00001878682,0.9772879,0.01042592,0.007618685],"study_design_scores_gemma":[0.00000913155,0.000007627367,0.0002735791,0.001207737,0.000006126085,0.0001060217,0.01063723,0.0005194254,0.00009132887,0.8423333,0.1447807,0.00002775993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0075192,0.04692384,0.02727509,0.5738923,0.005798276,0.00009208297,0.0001575265,0.0001630917,0.3381785],"genre_scores_gemma":[0.5582103,0.1046692,0.07115094,0.1800962,0.04386871,0.0008465799,0.000616068,0.0006050963,0.03993701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06942459,"threshold_uncertainty_score":0.3671567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417225315","doi":"10.6000/2817-2302.2025.04.10","title":"Algorithms of Air Law - Connecting the Dots","year":2025,"lang":"en","type":"article","venue":"Frontiers in Law","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":"International Civil Aviation Organization","funders":"","keywords":"Civil aviation; Aviation; Aviation law; Convention; Transformative learning; Liability","authors":[{"name":"Ruwantissa Abeyratne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02011963256197113,"gpt":0.3443747677958329,"spread":0.3242551352338618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004820638,0.0006202937,0.0007335498,0.001694427,0.003941839,0.01108503,0.001649109,0.005288912,0.02461362],"category_scores_gemma":[0.01703504,0.000494806,0.001020502,0.001044497,0.01923784,0.01500703,0.005595534,0.005826287,0.003524547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004731243,"about_ca_system_score_gemma":0.00337539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694903,"about_ca_topic_score_gemma":0.002199162,"domain_scores_codex":[0.9956272,0.001762382,0.0002011133,0.001115591,0.0008553743,0.0004383739],"domain_scores_gemma":[0.9928063,0.003924706,0.0003725459,0.001573726,0.0009164542,0.0004062822],"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":[0.000004264905,0.000004447531,0.00004303566,0.00001041835,0.000002067783,0.00001420037,0.0001348587,0.0006318133,0.00004580183,0.9943329,0.001800886,0.002975121],"study_design_scores_gemma":[0.000006529818,0.000005911256,0.00004392234,0.00002908809,0.000002156195,0.00001631976,0.00009281801,0.002150161,0.0000818906,0.9637595,0.0338041,0.000007617884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02085539,0.005317581,0.3936784,0.06390121,0.002134559,0.0001667599,0.0004026116,0.0008384219,0.5127051],"genre_scores_gemma":[0.7578526,0.003906667,0.1397803,0.008388762,0.001309106,0.000446304,0.0004087282,0.0006601684,0.0872473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02461362,"threshold_uncertainty_score":0.08234078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405947796","doi":"10.6000/2817-2302.2024.03.11","title":"Advanced Air Mobility: Transcending the Frontiers of Aviation Law","year":2024,"lang":"en","type":"article","venue":"Frontiers in Law","topic":"International Law and Aviation","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":"Hôpital Saint-Luc","funders":"","keywords":"Aviation; Aeronautics; Aviation law; Law; Political science; Engineering; Aerospace engineering; Civil aviation","authors":[{"name":"Ruwantissa Abeyratne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008697219866769823,"gpt":0.2782189890651199,"spread":0.2695217691983501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006357359,0.0002886152,0.0003054028,0.0009522639,0.004764402,0.007509608,0.0008706383,0.005206115,0.002289818],"category_scores_gemma":[0.00777253,0.0001621568,0.000388897,0.0007537025,0.02695076,0.01017572,0.005349821,0.007193985,0.0004051684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006711294,"about_ca_system_score_gemma":0.008866907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293997,"about_ca_topic_score_gemma":0.009175984,"domain_scores_codex":[0.9955502,0.001946565,0.0001472324,0.0004564787,0.001184928,0.0007145955],"domain_scores_gemma":[0.9956746,0.002612698,0.0004004177,0.0003985794,0.0005641137,0.0003495546],"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":[0.000001514162,0.000002969617,0.0000674062,0.000008687581,4.717222e-7,0.00002162922,0.0008656465,0.00007883905,0.00004144364,0.9940383,0.001209807,0.00366321],"study_design_scores_gemma":[0.000006845747,0.00003480581,0.0006109694,0.0003324432,0.000003414594,0.000114338,0.00245736,0.0007294777,0.0001195065,0.7267825,0.2687913,0.00001687496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04147507,0.02740959,0.03621241,0.3150629,0.001414479,0.00005162152,0.000057989,0.0001012082,0.5782147],"genre_scores_gemma":[0.9287755,0.01075997,0.007469164,0.03159477,0.002321901,0.0001180593,0.00004087089,0.00004544193,0.01887419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01293997,"threshold_uncertainty_score":0.04869401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415144847","doi":"10.6000/2817-2302.2025.04.07","title":"International Survey about Perceptions of Courts’ Role in Addressing Social Issues through Problem-Solving Courts","year":2025,"lang":"en","type":"article","venue":"Frontiers in Law","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Nevada, Reno","keywords":"Attribution; Perception; Economic Justice; Social responsibility; Social issues; Collective responsibility","authors":[{"name":"M. Katie Cunius","is_ca":false},{"name":"Monica K. Miller","is_ca":false},{"name":"Evan Murphy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04157253043237718,"gpt":0.4096575880922823,"spread":0.3680850576599051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003181903,0.0001363931,0.0002031606,0.001008553,0.000688995,0.0008567203,0.0002473819,0.000410805,0.002573317],"category_scores_gemma":[0.009054006,0.0001468562,0.0002097418,0.001047754,0.000709207,0.0008046938,0.0007425305,0.00092035,0.000373521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009176531,"about_ca_system_score_gemma":0.0009615019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02493295,"about_ca_topic_score_gemma":0.04187254,"domain_scores_codex":[0.9984297,0.0005817696,0.0001903637,0.0001146385,0.0004816328,0.000201853],"domain_scores_gemma":[0.9867288,0.002141159,0.006178177,0.0003516903,0.003014181,0.001585966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002334324,0.0001017169,0.9760984,0.00006557107,0.00003063516,0.00006180422,0.009375308,0.00003867447,0.0002722105,0.0001831831,0.00206369,0.01168547],"study_design_scores_gemma":[0.000002590694,0.00004734728,0.9864108,0.00004678571,0.000008620853,0.00007807847,0.01099369,0.0001032195,0.00007693266,0.00003206324,0.002192839,0.000007035652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940096,0.0001032623,0.0001086241,0.0004443654,0.0000117343,0.00004459821,0.0004265133,0.000004610666,0.004846657],"genre_scores_gemma":[0.9979797,0.000258064,0.0002410294,0.0003068718,0.00001209551,0.00003757175,0.0004142066,0.000003535392,0.0007468757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493295,"threshold_uncertainty_score":0.04957563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}