{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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"},"query_hash":"b7ee82f8a40a","filters":{"venue":"Larhyss journal"}},"results":[{"id":"W3159383678","doi":"","title":"CONTRIBUTION TO THE STUDY OF THE ISENTROPIC FLOW IN THE LAVAL NOZZLE","year":2021,"lang":"en","type":"article","venue":"Larhyss journal","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Isentropic process; Nozzle; Mechanics; Rocket engine nozzle; Flow (mathematics); Aerospace engineering; Environmental science; Physics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007934183423096234,"gpt":0.2329765063120768,"spread":0.2250423228889806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001875361,0.0000615691,0.00008367319,0.00002731163,0.0001148368,0.00004142778,0.0002875219,0.00002664465,0.00001606854],"category_scores_gemma":[0.0001590979,0.00002998659,0.00003587553,0.000325449,0.00001418869,0.00005098453,0.00004723933,0.0003276489,0.000005187155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000419303,"about_ca_system_score_gemma":0.00001749713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002133765,"about_ca_topic_score_gemma":0.0002550002,"domain_scores_codex":[0.9993468,0.0001039295,0.0001755582,0.00005438944,0.0001916317,0.0001277251],"domain_scores_gemma":[0.9995832,0.00004196989,0.00003281567,0.0002615781,0.00006863237,0.00001177294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001228462,0.0002060062,0.01184346,0.000008694743,0.00008474163,0.00006304472,0.008119385,0.9367515,0.02554435,0.001648955,0.006278422,0.009439159],"study_design_scores_gemma":[0.006937396,0.0006519371,0.3836136,0.0002016119,0.0001872844,0.001114133,0.06596461,0.06798066,0.3357768,0.009456495,0.1273098,0.0008056847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857935,0.0006037158,0.01002833,0.002736487,0.0005580991,0.0002005952,0.000003550623,0.00002858002,0.00004710292],"genre_scores_gemma":[0.9995015,0.0000562592,0.0001734191,0.0001238288,0.00009986584,0.00001117641,5.513094e-7,0.000006089825,0.00002733233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8687708,"threshold_uncertainty_score":0.142349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1578021422","doi":"","title":"ANALYSE DE LA PERFORMANCE D'UN DISSIPATEUR D'ÉNERGIE DE TYPE AUGE","year":2012,"lang":"fr","type":"article","venue":"Larhyss journal","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Physics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01026818668985598,"gpt":0.2513190749014513,"spread":0.2410508882115953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001704906,0.0002069553,0.0001988936,0.00005313745,0.0004761593,0.00006440469,0.0003339773,0.0002675244,0.01782313],"category_scores_gemma":[0.00003745085,0.0001869322,0.000103353,0.0003051629,0.0004214193,0.0009308945,0.00004555604,0.0008738289,0.001012232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211128,"about_ca_system_score_gemma":0.00009792786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006206665,"about_ca_topic_score_gemma":0.00001327588,"domain_scores_codex":[0.9979517,0.0003382257,0.0002895473,0.0001619409,0.0002614639,0.0009970685],"domain_scores_gemma":[0.9990504,0.00007663906,0.0001332446,0.0001548007,0.00001248859,0.0005724104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006784435,0.0003819125,0.9620159,0.00004508274,0.0000881228,0.0001644993,0.002018608,0.004707944,0.006042395,0.0001162897,0.001048888,0.02330255],"study_design_scores_gemma":[0.0005188905,0.0001700515,0.8870727,0.00007586888,0.0002811322,0.002215126,0.0001120883,0.001878151,0.01377377,0.0006992387,0.09288863,0.0003143598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812633,0.0114214,0.001120483,0.0007620206,0.000778698,0.00004074683,0.000004654405,0.00002035222,0.004588307],"genre_scores_gemma":[0.9867423,0.007129258,0.001513784,0.0005514071,0.0006037707,0.000002325434,0.000003774372,0.00002237628,0.003430991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09183975,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}