{"meta":{"query_hash":"4b94c3a48e84","filters":{"venue":"DSpasce-unipr"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4b94c3a48e84","api":"https://metacan.xera.ac/api/v1/cohort?venue=DSpasce-unipr"},"results":[{"id":"W2809408768","doi":"","title":"Development of Analytical Methods for Food Characterization and Security Evaluation","year":2018,"lang":"en","type":"dissertation","venue":"DSpasce-unipr","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada; FOD Volksgezondheid, Veiligheid van de Voedselketen en Leefmilieu; U.S. Food and Drug Administration; Miljødirektoratet; Miljøministeriet; Bundesamt für Gesundheit; European Commission; Australian Government; U.S. Environmental Protection Agency","keywords":"Characterization (materials science); Food security; Computer science; Nanotechnology; Materials science; Biology; Ecology; Agriculture","score_opus":0.09168139656582908,"score_gpt":0.40052750155845246,"score_spread":0.3088461049926234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809408768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792826,0.000092600705,0.00021109146,0.00006586275,0.00014702087,0.00078577705,0.00019406049,0.000018540859,0.0005567989],"genre_scores_gemma":[0.8974425,0.00017519738,0.038406588,0.000049764727,0.0006808753,0.00055223075,0.060044594,0.000009502127,0.0026387572],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984769,0.00020850809,0.00034819008,0.00034944745,0.00038592264,0.00023099015],"domain_scores_gemma":[0.9988142,0.00031876785,0.00022045732,0.000056425943,0.0005028453,0.0000872663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018153238,0.00016907245,0.00028694933,0.00004316235,0.00015730641,0.0000478046,0.0001787459,0.00029002526,0.00021469117],"category_scores_gemma":[0.00044669092,0.00007664987,0.00006380171,0.00021315759,0.00003629443,0.00008075194,0.00003433062,0.0001260062,0.0000050841136],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014719774,0.000073401694,0.0002038241,0.00014972685,0.00007286969,1.09371214e-7,0.0011288677,3.5698182e-8,0.2761904,0.00029934166,0.000120702905,0.7216135],"study_design_scores_gemma":[0.0008386539,0.0012197646,0.49671075,0.00040932774,0.00033728368,0.000005377683,0.0017723643,0.019799586,0.20080028,0.0027081012,0.2743882,0.0010103228],"about_ca_topic_score_codex":0.000010562251,"about_ca_topic_score_gemma":0.0010190272,"teacher_disagreement_score":0.7206032,"about_ca_system_score_codex":0.000050571332,"about_ca_system_score_gemma":0.000094293035,"threshold_uncertainty_score":0.31256908},"labels":[],"label_agreement":null},{"id":"W2943465331","doi":"","title":"Hybrid matrix systems for oral controlled drug delivery","year":2018,"lang":"en","type":"dissertation","venue":"DSpasce-unipr","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drug delivery; Drug; Matrix (chemical analysis); Pharmacology; Medicine; Computer science; Chemistry; Nanotechnology; Materials science; Chromatography","score_opus":0.07050076217926672,"score_gpt":0.4176629505775411,"score_spread":0.3471621883982744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943465331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8646441,0.02547995,0.00024777855,0.00032166843,0.057597883,0.009906829,0.0029921378,0.00078103703,0.038028613],"genre_scores_gemma":[0.6714052,0.0017941201,0.0002194624,0.0009915128,0.0051995944,0.0022819578,0.008110269,0.0002959319,0.30970198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942341,0.0013595121,0.0015242294,0.0010593024,0.0005310167,0.0012918308],"domain_scores_gemma":[0.9949794,0.0016394245,0.0011111669,0.00068436255,0.0010444225,0.0005412695],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003066374,0.0009758198,0.0021090142,0.0004343686,0.0008217279,0.00021088118,0.00095106784,0.0014912937,0.0010485591],"category_scores_gemma":[0.00032615568,0.00095270306,0.00091458135,0.00020723388,0.00019876138,0.0002574014,0.0000720537,0.0014512327,0.0019479976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019420994,0.00077912724,0.00029170074,0.0032089003,0.003349246,0.00014730537,0.002837387,0.00039433825,0.0016587003,0.0020624278,0.9620229,0.0038269844],"study_design_scores_gemma":[0.014632116,0.00030920914,0.000054977056,0.00030802857,0.0019124115,0.000046052355,0.0020235376,0.021843849,0.0026533215,0.00042124285,0.95454556,0.0012497162],"about_ca_topic_score_codex":0.00057344674,"about_ca_topic_score_gemma":0.0005485494,"teacher_disagreement_score":0.27167335,"about_ca_system_score_codex":0.00030718095,"about_ca_system_score_gemma":0.00060644746,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W2963383740","doi":"","title":"Fatigue behaviour and design of quarter turn valve actuators","year":2019,"lang":"en","type":"dissertation","venue":"DSpasce-unipr","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Turn (biochemistry); Engineering; Mechanical engineering; Actuator; Structural engineering; Electrical engineering; Geography; Physics","score_opus":0.012467488581133465,"score_gpt":0.22141617201908131,"score_spread":0.20894868343794784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963383740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545015,0.0036093541,0.034288667,0.000020214113,0.0026328813,0.0007562063,0.00008324359,0.0016376943,0.0024702041],"genre_scores_gemma":[0.9960644,0.00036243343,0.0025866735,0.0000020704915,0.000040870662,0.000035775764,0.00019663216,0.00010421824,0.000606913],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990094,0.000015655001,0.0002864047,0.00023907048,0.0001849771,0.0002645493],"domain_scores_gemma":[0.9993212,0.000110462264,0.00007805133,0.00039078004,0.00004953765,0.000049939077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000100926314,0.00036466317,0.00044796054,0.00031705355,0.000023641822,0.000029748004,0.00023148836,0.00062161544,0.00002524284],"category_scores_gemma":[0.000049186317,0.00036528226,0.00012152922,0.00014663186,0.000025433099,0.00008017153,0.000015479194,0.00049655454,0.00002117833],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043611435,0.0007799926,0.040685426,0.024983542,0.00820091,0.00021117473,0.0537184,0.23798572,0.047773037,0.008648304,0.0938532,0.4827242],"study_design_scores_gemma":[0.0074921944,0.0032371676,0.24919602,0.009766129,0.0044752103,0.000114809656,0.039551012,0.22795479,0.42799705,0.0040541855,0.01096715,0.015194279],"about_ca_topic_score_codex":0.00001999723,"about_ca_topic_score_gemma":0.0000095515015,"teacher_disagreement_score":0.46752992,"about_ca_system_score_codex":0.000042846994,"about_ca_system_score_gemma":0.000024030116,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null},{"id":"W3011268365","doi":"","title":"Three-dimensional numerical modeling of reinforced concrete behaviour","year":2006,"lang":"en","type":"dissertation","venue":"DSpasce-unipr","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Parma; Vysoké Učení Technické v Brně; Universität für Bodenkultur Wien; University of Ottawa","keywords":"Reinforced concrete; Geotechnical engineering; Structural engineering; Geology; Engineering","score_opus":0.011741209787451301,"score_gpt":0.23407473765065354,"score_spread":0.22233352786320223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011268365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864757,0.0006662312,0.002820234,0.0000059017984,0.0014988547,0.00056747376,0.00013975862,0.00064664584,0.007179191],"genre_scores_gemma":[0.98758036,0.000021302492,0.0049671475,0.000017012517,0.00024327876,0.00006418476,0.0038762463,0.00026542804,0.0029650256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969733,0.000019883013,0.0010558484,0.00047147772,0.0008448736,0.0006346634],"domain_scores_gemma":[0.9985728,0.00009074406,0.00027360854,0.00057213276,0.00030015828,0.00019051576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011472528,0.00076521514,0.0009759943,0.00034709706,0.000095408635,0.000048574417,0.00053425354,0.0009313941,0.00039222813],"category_scores_gemma":[0.000046320467,0.0008199337,0.00045525405,0.00031536596,0.000049111637,0.00020948549,0.000046500852,0.0009930675,0.0000639536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002650304,7.536246e-7,0.00029076,0.0006901604,0.00034159762,0.00008410834,0.0003859884,0.9002133,0.088607654,0.0011139282,0.0036226746,0.004384051],"study_design_scores_gemma":[0.0008026522,0.00008263047,0.00071945105,0.00036152074,0.00036136687,0.000025187142,0.00007952281,0.95471007,0.04151549,0.000061590596,0.00015796092,0.0011225385],"about_ca_topic_score_codex":0.0010910117,"about_ca_topic_score_gemma":0.000032357722,"teacher_disagreement_score":0.0544968,"about_ca_system_score_codex":0.00019560002,"about_ca_system_score_gemma":0.00011859004,"threshold_uncertainty_score":0.9994252},"labels":[],"label_agreement":null},{"id":"W3027151088","doi":"","title":"Lipoprotein-mediated brain cholesterol transport: a potential pharmacological target in Alzheimer’s Disease","year":2020,"lang":"en","type":"dissertation","venue":"DSpasce-unipr","topic":"Cholesterol and Lipid Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Amgen","keywords":"Neuroscience; Disease; Cholesterol; Ldl cholesterol; Medicine; Biology; Internal medicine","score_opus":0.0189818195336613,"score_gpt":0.28875957851593664,"score_spread":0.26977775898227535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027151088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97414345,0.006050622,0.000048073725,0.01057445,0.0026579036,0.0035382505,0.0004749823,0.0004186341,0.0020936627],"genre_scores_gemma":[0.9674501,0.0005048846,0.00024360597,0.0069734138,0.0025299562,0.00051940663,0.01800832,0.0002131724,0.003557167],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9957026,0.00025951487,0.0010552895,0.001211533,0.00095509074,0.00081595464],"domain_scores_gemma":[0.99767995,0.00008941453,0.00034706306,0.0004946017,0.00014463808,0.0012443573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032128664,0.00087718613,0.0014678697,0.00046265058,0.00009841817,0.000049317896,0.00041970288,0.0008255792,0.0013933167],"category_scores_gemma":[0.00026007465,0.00080345495,0.0005985344,0.0006101027,0.00009967407,0.00017885587,0.000039863007,0.0020448843,0.00038051198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10760099,0.020389073,0.040237337,0.00987212,0.009724698,0.045301568,0.034266435,0.0008194281,0.41803908,0.0004928111,0.09520679,0.21804968],"study_design_scores_gemma":[0.018512718,0.0005570701,0.7214471,0.0010878223,0.0043569133,0.000045693596,0.0005674826,0.0018771834,0.0038781373,0.00013397385,0.24583724,0.0016986504],"about_ca_topic_score_codex":0.00018151675,"about_ca_topic_score_gemma":0.00018911809,"teacher_disagreement_score":0.68120974,"about_ca_system_score_codex":0.00008430352,"about_ca_system_score_gemma":0.0005981094,"threshold_uncertainty_score":0.9995195},"labels":[],"label_agreement":null}]}