{"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":"4caf68f7e9e6","filters":{"venue":"VEprints - Universita degli Studi di Cagliari"}},"results":[{"id":"W1084946363","doi":"","title":"Novel technologies for microalgae cultivation and subsequent lipid extraction","year":2014,"lang":"en","type":"dissertation","venue":"VEprints - Universita degli Studi di Cagliari","topic":"Algal biology and biofuel production","field":"Energy","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":"","keywords":"Extraction (chemistry); Lipid accumulation; Environmental science; Pulp and paper industry; Biology; Chemistry; Engineering; Biochemistry; Chromatography","authors":[{"name":"Alberto Steriti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01800609421137211,"gpt":0.2542573197489659,"spread":0.2362512255375938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002130662,0.0006396323,0.0004635431,0.0006044976,0.0003366815,0.0007787439,0.0004363263,0.0006082046,0.002922556],"category_scores_gemma":[0.0001593491,0.0002460601,0.0009123351,0.0006742079,0.0002267985,0.001033563,0.0006694099,0.001127634,0.003002968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003595313,"about_ca_system_score_gemma":0.0002849404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003992344,"about_ca_topic_score_gemma":0.00102475,"domain_scores_codex":[0.9997657,0.00001291268,0.00002330541,0.00005909861,0.0001079311,0.00003094215],"domain_scores_gemma":[0.9999353,0.000008099123,0.0000190687,0.00001192161,0.00001744447,0.000008214082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000433079,0.00005266238,0.0001301562,0.000332933,0.00001014004,0.0002146214,0.0000330005,0.0002268203,0.9715664,0.0005736373,0.0003145285,0.02650182],"study_design_scores_gemma":[0.00001049911,0.000159486,0.0008596573,0.00003566698,0.00002635496,0.0003615841,0.00003837138,0.001603168,0.9779069,0.0004335226,0.01854493,0.0000198175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4491859,0.04145816,0.4521273,0.002306242,0.002106753,0.0009383911,0.002353019,0.002724697,0.04679958],"genre_scores_gemma":[0.7557197,0.030618,0.1788022,0.0008024154,0.0002176361,0.0006515602,0.001690098,0.0001914152,0.03130697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002922556,"threshold_uncertainty_score":0.00977695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399695879","doi":"","title":"Il notariato ad Iglesias tra Medioevo ed eta moderna","year":2016,"lang":"en","type":"dissertation","venue":"VEprints - Universita degli Studi di Cagliari","topic":"Medieval and Early Modern Justice","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":"","keywords":"Settlement (finance); Quarter (Canadian coin); Economic history; History; Political science; Humanities; Law; Art; Archaeology; Economics","authors":[{"name":"R. Poletti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02404291762043641,"gpt":0.2861292737117789,"spread":0.2620863560913425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007178977,0.0008292127,0.0003610198,0.001638272,0.003098885,0.004069042,0.0004812869,0.001079944,0.03273282],"category_scores_gemma":[0.001215406,0.0002810278,0.0003701319,0.001077816,0.004674926,0.001990361,0.00210134,0.002753052,0.006318737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006478042,"about_ca_system_score_gemma":0.00236025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009712924,"about_ca_topic_score_gemma":0.02258351,"domain_scores_codex":[0.9994282,0.0001482684,0.00001590878,0.000142534,0.0001225726,0.0001423517],"domain_scores_gemma":[0.9996228,0.00008578387,0.0000547958,0.00008147921,0.00009142093,0.00006372654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001488518,0.00004757208,0.001794694,0.0004248023,0.00001296378,0.0002905217,0.01204251,0.0001357919,0.000752966,0.6387657,0.2523409,0.09324273],"study_design_scores_gemma":[0.000005173649,0.00001306267,0.001317619,0.00007884378,0.000002735658,0.00007501124,0.0003167508,0.00002228821,0.00008706967,0.00313173,0.9949449,0.000004743981],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01396405,0.02821005,0.001605451,0.02289564,0.00404883,0.00004079476,0.0004374663,0.0004269322,0.9283708],"genre_scores_gemma":[0.2253429,0.01136775,0.002390296,0.005333889,0.004058824,0.0001338601,0.0004422446,0.0003818451,0.7505484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03273282,"threshold_uncertainty_score":0.1095022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027475207","doi":"","title":"Complex formation equilibria of ligands with metal ions of biomedical interest","year":2016,"lang":"en","type":"dissertation","venue":"VEprints - Universita degli Studi di Cagliari","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","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":"","keywords":"Kojic acid; Metal; Metal ions in aqueous solution; Chelation; Protonation; Copper; Ion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02800280844896967,"gpt":0.2735018190376716,"spread":0.2454990105887019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857108,0.0002226313,0.0001721226,0.0001511338,0.0002045036,0.0002447352,0.000358704,0.0003559259,0.001433672],"category_scores_gemma":[0.0002553875,0.0001363497,0.0001144169,0.0001404785,0.0002143181,0.0002866999,0.0002527235,0.0003910679,0.000287999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458112,"about_ca_system_score_gemma":0.0001819118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005954297,"about_ca_topic_score_gemma":0.0007807297,"domain_scores_codex":[0.9998437,0.00003743846,0.000008779314,0.00004417838,0.00002913776,0.00003675599],"domain_scores_gemma":[0.9999014,0.00002686287,0.00002936644,0.000006584932,0.00002116433,0.00001459838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002121891,0.00003257822,0.0002887547,0.0002718699,0.00001794168,0.0001436927,0.0001529961,0.0008861412,0.9899542,0.00250108,0.0004295332,0.00510899],"study_design_scores_gemma":[0.00001282016,0.0003282663,0.0003949514,0.00001128001,0.00001135367,0.0001503809,0.00004693688,0.00127153,0.9889818,0.000211204,0.008564924,0.00001456157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96766,0.006222825,0.01539168,0.0005084791,0.00009321285,0.0000984555,0.0002297014,0.0001162971,0.009679358],"genre_scores_gemma":[0.9864675,0.002048336,0.005190174,0.0002772168,0.0000237879,0.00006118284,0.0002086639,0.00001743355,0.005705779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001433672,"threshold_uncertainty_score":0.004796088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6983286750","doi":"","title":"Marker di Neuroinfiammazione nella malattia di
\\nAlzheimer: studio su tessuto cerebrale umano e su ratti
\\ntransgenici McGill-R-Thy1-APP","year":2011,"lang":"it","type":"dissertation","venue":"VEprints - Universita degli Studi di Cagliari","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","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":"Disease; Statistical analysis; Central nervous system disease; Degenerative disease","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02506618248775834,"gpt":0.2266383465992078,"spread":0.2015721641114495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529125,0.0002785372,0.0001806741,0.0005610721,0.0002017397,0.0004009758,0.0003051932,0.0003802286,0.004931951],"category_scores_gemma":[0.0001915971,0.0001535466,0.0001647225,0.0002487278,0.0002975363,0.0002575112,0.0002301393,0.0006333707,0.0006864814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834304,"about_ca_system_score_gemma":0.00023664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521188,"about_ca_topic_score_gemma":0.003725744,"domain_scores_codex":[0.9998767,0.00001519945,0.000007598368,0.00002916124,0.00002907161,0.00004216542],"domain_scores_gemma":[0.9998777,0.0000233762,0.00002729939,0.00001799628,0.00002657895,0.00002704523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002303248,0.00003787521,0.002748726,0.00006312556,0.00001790433,0.0002240323,0.0001225209,0.00002224748,0.9882966,0.0003998003,0.000321997,0.007514832],"study_design_scores_gemma":[0.00002648354,0.0003509615,0.08033497,0.00003310762,0.00009501004,0.001504338,0.000268376,0.0003448209,0.9088309,0.0003302412,0.007868666,0.00001216335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720273,0.004991578,0.009565777,0.0004145229,0.0001249374,0.00006835347,0.0008582782,0.0001882529,0.01176104],"genre_scores_gemma":[0.9586039,0.002789355,0.008286302,0.00013256,0.00006322354,0.0001418,0.001075848,0.00008472113,0.02882229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004931951,"threshold_uncertainty_score":0.01649904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}