{"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":"de9c3dddfb21","filters":{"venue":"LEGICOM"}},"results":[{"id":"W2050069863","doi":"10.3917/legi.025.0017","title":"Des données publiques à la propriété incertaine","year":2002,"lang":"fr","type":"article","venue":"LEGICOM","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Capital Commission","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Charles-Henry Dubail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3348462162835121,"gpt":0.2982707357253922,"spread":0.03657548055811993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02375809,0.0009120913,0.001091686,0.02029694,0.005804739,0.02644188,0.002353047,0.00384925,0.02790779],"category_scores_gemma":[0.1270846,0.001002889,0.001652711,0.02290836,0.004716847,0.0230088,0.01008415,0.004603424,0.009222219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007264587,"about_ca_system_score_gemma":0.01299229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03357651,"about_ca_topic_score_gemma":0.02556914,"domain_scores_codex":[0.9694716,0.009261703,0.002736435,0.002724423,0.01456378,0.001241975],"domain_scores_gemma":[0.8736748,0.06735881,0.006485538,0.01875491,0.03106654,0.002659452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000487279,0.0002193956,0.02160909,0.004472543,0.0002562,0.001619487,0.07306593,0.00197934,0.008516539,0.1887067,0.07997745,0.61909],"study_design_scores_gemma":[0.00002381931,0.00007445384,0.01093417,0.001638351,0.0001143626,0.0009344292,0.01954234,0.001090246,0.003629939,0.0184191,0.9434694,0.0001293787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1122843,0.03437964,0.1269529,0.07034973,0.004966889,0.001072944,0.0190547,0.004061397,0.6268775],"genre_scores_gemma":[0.5595459,0.05402328,0.1309674,0.009477472,0.004456719,0.001147195,0.01941201,0.002742735,0.2182272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03357651,"threshold_uncertainty_score":0.1256462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319134273","doi":"10.3917/legi.056.0077","title":"L’ouverture des données de l’INPI","year":2016,"lang":"fr","type":"article","venue":"LEGICOM","topic":"Cultural Insights and Digital Impacts","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":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Pauline Darnand","is_ca":false},{"name":"Karlo Fonseca Tinoco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3306981674347479,"gpt":0.2922504433743155,"spread":0.0384477240604324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.06862549,0.001561847,0.002099299,0.01437998,0.005534792,0.02535043,0.004710755,0.005759381,0.0387527],"category_scores_gemma":[0.2700287,0.001935992,0.002424477,0.01587016,0.006012004,0.02717458,0.01417028,0.009465091,0.02942491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177286,"about_ca_system_score_gemma":0.03557876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05372611,"about_ca_topic_score_gemma":0.02246521,"domain_scores_codex":[0.8742443,0.03625388,0.01600088,0.01230776,0.05768951,0.003503585],"domain_scores_gemma":[0.659462,0.1545807,0.01767882,0.08473492,0.07894051,0.004603062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009575851,0.0002121127,0.01994707,0.004077827,0.0004392254,0.001312493,0.01569447,0.002116361,0.01021998,0.2055695,0.4152478,0.3242056],"study_design_scores_gemma":[0.00003221423,0.00005132501,0.004854338,0.001275432,0.00005611584,0.0005134393,0.001997588,0.001626622,0.004033505,0.01671583,0.968704,0.0001394915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03701666,0.01575955,0.2493487,0.1299516,0.007985441,0.002463114,0.1096295,0.0182511,0.4295944],"genre_scores_gemma":[0.3187695,0.02232301,0.266174,0.04123056,0.005328217,0.003615574,0.1619155,0.01212231,0.1685213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9952893,"threshold_uncertainty_score":0.3629306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965038136","doi":"10.3917/legi.033.0057","title":"Opportunité de la création de codes de bonne conduite","year":2005,"lang":"fr","type":"article","venue":"LEGICOM","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Art; Humanities; Political science","authors":[{"name":"Jean-Michel Helvig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07469077496008988,"gpt":0.4301312402655415,"spread":0.3554404653054516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05816927,0.0009891937,0.0009692781,0.003356043,0.01119626,0.01958982,0.002155563,0.01327971,0.01563772],"category_scores_gemma":[0.1434089,0.001140119,0.001780998,0.002321091,0.01611282,0.01217156,0.01182818,0.0203163,0.004139042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288672,"about_ca_system_score_gemma":0.02751628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322857,"about_ca_topic_score_gemma":0.01431516,"domain_scores_codex":[0.9312634,0.03508746,0.003243209,0.003761822,0.02034882,0.006295296],"domain_scores_gemma":[0.818234,0.08687507,0.01020125,0.03706291,0.03369002,0.01393684],"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":[0.00008340843,0.00009407782,0.001570743,0.0001280844,0.00002686372,0.0004985601,0.005114352,0.0004432844,0.001174243,0.9168842,0.04227308,0.0317091],"study_design_scores_gemma":[0.00007420879,0.0001661362,0.003135158,0.0006144966,0.00001987974,0.001241543,0.005542685,0.001624535,0.003067627,0.1200661,0.8642914,0.0001562685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08754705,0.004587918,0.1703882,0.372306,0.02004021,0.0008267286,0.0005833245,0.001430982,0.3422896],"genre_scores_gemma":[0.66984,0.001289847,0.1146819,0.02486528,0.004439095,0.001268058,0.0004824204,0.0009723821,0.182161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05816927,"threshold_uncertainty_score":0.3076321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}