{"meta":{"query_hash":"8d72f540027b","filters":{"venue":"Pisa University Press eBooks"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/8d72f540027b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pisa+University+Press+eBooks"},"results":[{"id":"W4327794523","doi":"10.12871/9788833397948101","title":"Le torri difensive con funzione di porta nelle cinte urbane medievali: la torre di Mariano II a Oristano : ascendenze e derivazioni di una tipologia","year":2023,"lang":"it","type":"book-chapter","venue":"Pisa University Press eBooks","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","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":"Humanities; Art","score_opus":0.030119100726188414,"score_gpt":0.2095412364534834,"score_spread":0.17942213572729498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327794523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037490083,0.0003944972,0.00030564342,0.0011397802,0.003085226,0.0013207694,0.0013261331,0.0005543466,0.9881246],"genre_scores_gemma":[0.19016606,0.0007425413,0.000027249645,0.00028534775,0.0013661627,0.000007074059,0.00043473963,0.00017840484,0.80679244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489087,0.00050927023,0.00084059715,0.0016095135,0.00086895033,0.0012807912],"domain_scores_gemma":[0.9957904,0.0010207541,0.0008222602,0.001209299,0.0005164886,0.0006407773],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.00035754193,0.0013139748,0.0016874237,0.00051677914,0.002485512,0.00014807623,0.0013671062,0.0010105827,0.001455416],"category_scores_gemma":[0.000118745455,0.0013511955,0.0007731372,0.000031708532,0.0035999322,0.00018255871,0.003111835,0.0018564592,0.00013631568],"study_design_candidate":"not_applicable","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":[0.00093592214,0.000111674395,0.00010736173,0.0004896728,0.0013588686,0.0029166578,0.023596868,0.000013161071,0.00016931214,0.9614989,0.007732123,0.0010694568],"study_design_scores_gemma":[0.0022544551,0.000786053,0.00020065576,0.0008330557,0.0010028249,0.00009242867,0.003937251,0.00009426999,0.00019416737,0.0048805806,0.98424864,0.0014756322],"about_ca_topic_score_codex":0.0053711943,"about_ca_topic_score_gemma":0.0026061155,"teacher_disagreement_score":0.9765165,"about_ca_system_score_codex":0.00019823223,"about_ca_system_score_gemma":0.0004273987,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W4360917473","doi":"10.12871/9788833397948149","title":"Culture, tourism and fortifications-Educational centre on St. John's Fortress in Šibenik, Croatia","year":2023,"lang":"en","type":"book-chapter","venue":"Pisa University Press eBooks","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fortress (chess); Tourism; Geography; Art; Sociology; History; Ancient history; Archaeology","score_opus":0.03919869844639485,"score_gpt":0.25123991754073216,"score_spread":0.21204121909433732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360917473","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020303839,0.000047285266,0.000017101547,0.000760103,0.00028457993,0.00066101097,0.00008619908,0.00009144346,0.9978492],"genre_scores_gemma":[0.0016188993,0.0005603044,0.00013232816,0.00005165863,0.00015089073,0.0000033313818,0.00011384416,0.00002305937,0.9973457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986775,0.000044358614,0.00017285635,0.00043136228,0.00039952932,0.00027441556],"domain_scores_gemma":[0.99929833,0.0001085116,0.00016383223,0.00021047772,0.0000850977,0.00013377008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018599429,0.00021471172,0.00020829406,0.00029007948,0.0004869759,0.000082806735,0.00033124918,0.00023952212,0.00014116496],"category_scores_gemma":[0.000021581067,0.0002533231,0.00007391121,0.000025127463,0.00021375132,0.00009844971,0.00019608243,0.0002493495,0.00002801789],"study_design_candidate":"not_applicable","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":[0.000023410552,0.00002056684,0.0000483885,0.000030332096,0.00005637351,0.00004089464,0.007903601,0.0000026793582,4.0974433e-7,0.9191844,0.06906086,0.0036280933],"study_design_scores_gemma":[0.00028939318,0.000008400461,0.0005651632,0.00012679804,0.00005604922,1.3559414e-7,0.001458235,0.0000044991875,0.0000041613043,0.013940057,0.9832528,0.00029425908],"about_ca_topic_score_codex":0.0017446952,"about_ca_topic_score_gemma":0.004644969,"teacher_disagreement_score":0.91419196,"about_ca_system_score_codex":0.0002660413,"about_ca_system_score_gemma":0.00017003212,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null}]}