{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"389a9d180559","filters":{"venue":"Acta Carsologica"}},"results":[{"id":"W2590314018","doi":"10.3986/ac.v31i1.408","title":"Cave Monitoring Priorities in Central America and the Caribbean","year":2016,"lang":"sl","type":"article","venue":"Acta Carsologica","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Windsor Clinical Research","funders":"","keywords":"Cave; Archaeology; Geography","authors":[{"name":"Michael Day","is_ca":false},{"name":"Susan E. Koenig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577118237226302,"gpt":0.2071895096116139,"spread":0.1914183272393509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001380557,0.0002792516,0.0004719588,0.00007677594,0.0004060553,0.0001101407,0.000306931,0.000124715,0.0007114772],"category_scores_gemma":[0.0001207726,0.0001404279,0.0001131044,0.00004684694,0.003380951,0.0001665355,0.0005134534,0.0002879695,0.0000181953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005793862,"about_ca_system_score_gemma":0.00004458712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501514,"about_ca_topic_score_gemma":0.001236907,"domain_scores_codex":[0.9979962,0.0003412054,0.0003488246,0.0003878048,0.0001630282,0.0007629637],"domain_scores_gemma":[0.9986323,0.000813681,0.0001192167,0.0002904185,0.00005004871,0.0000943542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001312722,0.0001713491,0.07983822,0.0001386242,0.0003135516,0.0003368047,0.1781653,8.909173e-7,0.001464369,0.4199044,0.002359346,0.3159944],"study_design_scores_gemma":[0.009531339,0.001560359,0.1970214,0.0006218994,0.0002997921,0.0001242717,0.1683933,0.00007401311,0.0004128264,0.0532833,0.5670166,0.001660853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411886,0.003257381,0.000005773492,0.01418235,0.001004399,0.0003841334,0.00009368896,0.00005000218,0.03983365],"genre_scores_gemma":[0.9843184,0.005464445,0.00002562006,0.0003938283,0.0008641635,0.0000422536,0.000002600642,0.0000169891,0.008871647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5646573,"threshold_uncertainty_score":0.9993313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168518338","doi":"10.3986/ac.v50i1.8763","title":"Alignment of saline springs with evaporite karst structures in northeast Alberta, western Canada: analogue for cretaceous hypogene brine seeps to the surface","year":2021,"lang":"en","type":"article","venue":"Acta Carsologica","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geology; Evaporite; Geochemistry; Devonian; Cretaceous; Meteoric water; Dolomite; Anhydrite; Dolomitization; Breccia; Sedimentary depositional environment; Karst; Oil sands; Sedimentary rock; Geomorphology; Groundwater; Paleontology; Structural basin; Facies; Gypsum","authors":[{"name":"Paul L. Broughton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01004472427863548,"gpt":0.1901790028705556,"spread":0.1801342785919201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001380489,0.0001625836,0.0002642276,0.00001476933,0.00007579777,0.00002791263,0.0002702383,0.00005128127,0.0002113037],"category_scores_gemma":[0.0000400661,0.00009839168,0.00004044065,0.0001721556,0.00004362548,0.00003970165,0.00003562837,0.00009102478,0.00000223266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001929552,"about_ca_system_score_gemma":0.0002466251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5400687,"about_ca_topic_score_gemma":0.9781694,"domain_scores_codex":[0.9988414,0.00004526714,0.0002309184,0.0003180539,0.0002282916,0.0003360586],"domain_scores_gemma":[0.9992988,0.000153334,0.00007426689,0.000296257,0.00007571527,0.0001016969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270201,0.00001307316,0.9836716,0.00003445251,0.00004501021,0.00007228728,0.0002437877,0.01209379,0.002383561,0.000003464698,0.0003368976,0.0009750167],"study_design_scores_gemma":[0.0004148444,0.0002007878,0.9627249,0.00002054305,0.00003148164,0.0001125271,0.0003004833,0.0003646483,0.01146454,0.00004226602,0.02410162,0.0002213816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965944,0.0003545705,0.00002463537,0.002003113,0.00009730864,0.0002428296,0.0002881615,0.000005665224,0.0003893177],"genre_scores_gemma":[0.9979327,0.00002345278,0.0005416824,0.0006231685,0.00004978773,0.000002816404,0.0003349941,0.000004251771,0.0004871857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4381008,"threshold_uncertainty_score":0.462994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587280714","doi":"10.3986/ac.v31i2.396","title":"Treatises About the Subterranean World in Ljubljana Between 1678 and 1773","year":2016,"lang":"sl","type":"article","venue":"Acta Carsologica","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; Quarter (Canadian coin); Classics; History; Humanities; Art history; Archaeology","authors":[{"name":"Stanislav Južnič","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04452218475943069,"gpt":0.2796171482018422,"spread":0.2350949634424115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008660064,0.0003108706,0.0004955803,0.0002730422,0.0007878931,0.0001060197,0.0006594014,0.0002832781,0.0005516252],"category_scores_gemma":[0.0001754544,0.0001630049,0.0002912903,0.001733392,0.001970863,0.0002241469,0.0001179062,0.0003064324,0.00002662956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008482291,"about_ca_system_score_gemma":0.00006087994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596135,"about_ca_topic_score_gemma":0.01180771,"domain_scores_codex":[0.99695,0.0007989414,0.0004193619,0.0005996904,0.0004316595,0.0008003244],"domain_scores_gemma":[0.9976148,0.001488276,0.0001823866,0.0004105018,0.00005136565,0.0002526405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004117059,0.00008761273,0.7754067,0.00001189479,0.00009211461,0.00002631654,0.009184185,5.706569e-8,0.0002076245,0.005258104,0.007863158,0.2018211],"study_design_scores_gemma":[0.0004935282,0.0002071581,0.655745,0.00008824519,0.0001082808,0.000001013984,0.00282695,2.829813e-7,0.00002667833,0.003079704,0.3370878,0.0003352854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890756,0.004819439,0.00000697701,0.01249389,0.0004709346,0.0004450513,0.00008791819,0.00008011924,0.0925201],"genre_scores_gemma":[0.9903911,0.003685018,0.00002282479,0.0004438102,0.0004599092,0.00003334901,0.000003410846,0.00001320448,0.004947349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3292247,"threshold_uncertainty_score":0.7261728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123992752","doi":"10.3986/ac.v43i2.625","title":"Multi-rotor unmanned aerial vehicles (UVAs) and high-resolution compact digital cameras: a promising new method for monitoring changes to surface karst resources","year":2014,"lang":"en","type":"article","venue":"Acta Carsologica","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Grieg Seafood (Canada); Vancouver Island University","funders":"European Social Fund; European Commission","keywords":"Karst; Quadcopter; Remote sensing; Computer science; Recreation; High resolution; Field (mathematics); Environmental science; Geology; Geography; Engineering; Aerospace engineering; Archaeology; Ecology","authors":[{"name":"Carolyn L. Ramsey","is_ca":false},{"name":"Paul A. Griffiths","is_ca":true},{"name":"Timothy R. Stokes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05127608811529114,"gpt":0.3038165315528142,"spread":0.252540443437523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837465,0.0001918309,0.0002819521,0.00007204233,0.0004349357,0.0001763827,0.000221226,0.0001421127,0.00006037171],"category_scores_gemma":[0.001241893,0.0001380755,0.00005154653,0.0001593149,0.0001111175,0.0002115599,0.00005677066,0.0001803506,0.00001673697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001381338,"about_ca_system_score_gemma":0.00002567144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00512816,"about_ca_topic_score_gemma":0.001178933,"domain_scores_codex":[0.9983413,0.0002422641,0.0001678067,0.0004497626,0.0002361933,0.0005626959],"domain_scores_gemma":[0.9983953,0.0009376191,0.00008270744,0.0001501939,0.00005203501,0.0003821447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004156724,0.00004915178,0.1434686,0.0001069898,0.00009717671,0.00001093818,0.002851004,0.005513554,0.07512464,0.00003661921,0.001201538,0.7673831],"study_design_scores_gemma":[0.002292068,0.006694776,0.884813,0.000117392,0.00003555003,0.00002702536,0.0005579818,0.04506912,0.009334067,0.003414241,0.04688542,0.0007594026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783161,0.0002334791,0.01732144,0.002649691,0.0001933449,0.001006862,0.00009028633,0.0001045641,0.00008422612],"genre_scores_gemma":[0.9344104,0.0000415223,0.06472405,0.0001116816,0.0005176602,0.000008198869,0.00003527164,0.000005972347,0.0001452598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7666237,"threshold_uncertainty_score":0.7752278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075767476","doi":"10.3986/ac.v42i2-3.657","title":"Introduction to the symposium","year":2013,"lang":"en","type":"article","venue":"Acta Carsologica","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary 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":"Karst; Multidisciplinary approach; Vadose zone; Cave; Earth science; Hydrology (agriculture); Geology; Carbon fibers; Environmental science; Geography; Archaeology; Soil science; Soil water; Paleontology; Political science","authors":[{"name":"David C. Culver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007924491298883014,"gpt":0.1783276774887989,"spread":0.1704031861899159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001663205,0.00007186544,0.00009668864,0.00002645382,0.0001527095,0.00004689942,0.0002188756,0.00005509675,0.01108964],"category_scores_gemma":[0.00003526467,0.00003686728,0.00003037844,0.0001172806,0.00004292209,0.00009257213,0.00001440439,0.00008224903,0.007169109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002060316,"about_ca_system_score_gemma":0.000008077393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259701,"about_ca_topic_score_gemma":0.001004827,"domain_scores_codex":[0.9993083,0.00007233429,0.0001091635,0.0001975856,0.00008859957,0.0002239633],"domain_scores_gemma":[0.9995824,0.00005568613,0.00003211686,0.0002330786,0.00002761282,0.00006908486],"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":[0.00001428083,0.00001326018,0.1762045,0.000005423042,0.00002789353,0.000005356351,0.0006577204,0.001471808,0.002947301,0.0004352993,0.8006602,0.01755699],"study_design_scores_gemma":[0.00003902654,0.0001597082,0.3636821,9.495574e-7,0.000004761796,0.00004963414,0.0001093247,0.0005138765,0.00006430013,0.0002713435,0.6350242,0.00008082872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789143,0.00009514795,0.00001758691,0.1003129,0.001055291,0.0002974411,0.000005791419,0.00004936898,0.01925215],"genre_scores_gemma":[0.9948685,0.00001399343,0.0001025269,0.001921324,0.001202936,0.000007289087,0.0000177949,0.000001269309,0.001864344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874776,"threshold_uncertainty_score":0.9936039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}