{"meta":{"query_hash":"48e9b02c19dd","filters":{"venue":"Breda University of Applied Sciences Portal"},"cohort_total":29,"direct_labels_cover":0,"predictions_cover":29,"exported":29,"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/48e9b02c19dd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Breda+University+of+Applied+Sciences+Portal"},"results":[{"id":"W6941076914","doi":"10.1080/13683500.2025.2468742#abstract","title":"Exploring the relationship between tourism acceptance and perceived quality of life in big German cities: the moderating role of tourism intensity","year":2025,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; German; Quality (philosophy); Empirical research; Quality of life (healthcare); Perceived quality; Tourism geography","score_opus":0.0757401372326965,"score_gpt":0.24635985051064582,"score_spread":0.17061971327794934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6941076914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996984,0.000036686324,0.000028762928,0.000014742653,7.1490933e-7,0.0000023406863,0.000039078986,6.3148735e-7,0.00017877755],"genre_scores_gemma":[0.99982435,0.000022246417,0.00002612499,0.0000059256013,7.185197e-7,0.0000037103255,0.00004958361,4.1487013e-7,0.00006703603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99955493,0.0001753069,0.00002705254,0.000066011235,0.00007080351,0.000105852974],"domain_scores_gemma":[0.9984535,0.0005659863,0.00041517444,0.0000988507,0.00014233387,0.0003240899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007804426,0.0002726616,0.00027037913,0.00072773336,0.00036721863,0.0008921241,0.00023999557,0.00022957915,0.0022052347],"category_scores_gemma":[0.0016120026,0.0001492771,0.00042003833,0.0009828906,0.0004717638,0.00030439557,0.0007855836,0.000379273,0.00012665089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013818005,0.00010373437,0.9949511,0.000030197694,0.0001252389,0.00007530228,0.0010823332,0.00012997762,0.00039906733,0.000078190875,0.000066938715,0.002819705],"study_design_scores_gemma":[0.000002221792,0.00005608203,0.99874794,0.0000035505184,0.000018819266,0.000012818286,0.00093727175,0.0000938182,0.000035935,0.000013992697,0.000074958574,0.0000024886308],"about_ca_topic_score_codex":0.0146304555,"about_ca_topic_score_gemma":0.026129823,"teacher_disagreement_score":0.0146304555,"about_ca_system_score_codex":0.0004912164,"about_ca_system_score_gemma":0.00038740668,"threshold_uncertainty_score":0.029090643},"labels":[],"label_agreement":null},{"id":"W6990783925","doi":"","title":"Enhancing community wellbeing through sustainable tourism practices.","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Sustainable tourism; Sustainability; Ecotourism; Sustainable development; Work (physics)","score_opus":0.03701133712859951,"score_gpt":0.32146448823927426,"score_spread":0.28445315111067476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990783925","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31497955,0.012951077,0.012306884,0.030559208,0.0009485571,0.00036544685,0.001174303,0.0011594709,0.62555546],"genre_scores_gemma":[0.88084793,0.0125605045,0.015890516,0.0015927481,0.00020153885,0.00026452274,0.0005674571,0.00014422796,0.087930545],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9996282,0.00019199366,0.000008807828,0.000018277833,0.00008540427,0.000067258065],"domain_scores_gemma":[0.999613,0.000056397224,0.00003659922,0.00003111807,0.000049673363,0.00021331052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068956125,0.00016238687,0.0001464845,0.00051465264,0.00089227245,0.0025632435,0.00024737598,0.0005526387,0.012808414],"category_scores_gemma":[0.00093160354,0.000066495995,0.00019987562,0.00061202823,0.00046099728,0.00080698205,0.0040682247,0.0005920985,0.0020302488],"study_design_candidate":"qualitative","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":[0.00014245028,0.0010868039,0.011733767,0.0019333574,0.00006968222,0.00037435032,0.007748415,0.00034080364,0.007119869,0.027980767,0.11002861,0.83144116],"study_design_scores_gemma":[0.00005177927,0.0005754981,0.06739969,0.0024567079,0.00006861817,0.00057292543,0.029625032,0.00069429475,0.0038123264,0.025081571,0.8696267,0.000034816538],"about_ca_topic_score_codex":0.0015373754,"about_ca_topic_score_gemma":0.007481597,"teacher_disagreement_score":0.012808414,"about_ca_system_score_codex":0.00033916178,"about_ca_system_score_gemma":0.0016605778,"threshold_uncertainty_score":0.04284841},"labels":[],"label_agreement":null},{"id":"W6995018749","doi":"","title":"Introduction.","year":2024,"lang":"en","type":"book-chapter","venue":"Breda University of Applied Sciences Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.01346626252862265,"score_gpt":0.19314742353420974,"score_spread":0.1796811610055871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995018749","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002724085,0.0072763576,0.0012800222,0.0015284873,0.0019222145,0.00005978465,0.0020430745,0.00076963776,0.9848481],"genre_scores_gemma":[0.00067540875,0.0022932524,0.0005492386,0.00047027794,0.00019237843,0.000023265731,0.0010708024,0.00027128,0.9944541],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997621,0.000019857502,0.000011694305,0.000057593777,0.00012215754,0.000026589285],"domain_scores_gemma":[0.9996606,0.000066263514,0.00001415453,0.000036340905,0.00015927933,0.00006324496],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002445075,0.0009888244,0.00070416974,0.0019980434,0.0011940122,0.003906955,0.0012573579,0.001257452,0.59987223],"category_scores_gemma":[0.001064946,0.00052295305,0.00053433905,0.0020129718,0.0004185209,0.00346238,0.001780676,0.0018155004,0.5325445],"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":[0.000020028861,0.00002529607,0.000060514758,0.00017406564,0.0000018513998,0.000051520386,0.00010380145,0.00006744467,0.00028937703,0.011166357,0.8871146,0.10092514],"study_design_scores_gemma":[0.000001556935,0.0000034139423,0.00008520275,0.00006683331,7.699137e-7,0.000062128885,0.00003027444,0.000018609788,0.000052129464,0.0014834823,0.99819344,0.0000021436274],"about_ca_topic_score_codex":0.0034289977,"about_ca_topic_score_gemma":0.009455779,"teacher_disagreement_score":0.40012777,"about_ca_system_score_codex":0.00087476603,"about_ca_system_score_gemma":0.0007451156,"threshold_uncertainty_score":0.57073367},"labels":[],"label_agreement":null},{"id":"W6998567737","doi":"","title":"AI-powered recommenders as a cure for overtourism?","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Focus (optics); Work (physics); Product (mathematics); Key (lock); Government (linguistics)","score_opus":0.035523353982965966,"score_gpt":0.3390285064645632,"score_spread":0.3035051524815972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998567737","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08723372,0.011028647,0.049434513,0.3579093,0.0042537204,0.00013445616,0.0005138203,0.0016349768,0.48785686],"genre_scores_gemma":[0.8449364,0.0042621973,0.017355163,0.0161939,0.001053807,0.00019706339,0.00026217735,0.0006154576,0.11512377],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99569964,0.0028595256,0.000095913776,0.00027355494,0.0007432371,0.00032809627],"domain_scores_gemma":[0.9731819,0.016179983,0.0013610743,0.0031080188,0.002937335,0.0032317822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069151823,0.0003218358,0.00029715674,0.0009934878,0.003679666,0.0061028674,0.0010962909,0.003998155,0.033984724],"category_scores_gemma":[0.031586736,0.00026625695,0.00030063125,0.0007044026,0.0052394825,0.008878107,0.0037898405,0.0041054995,0.0069984784],"study_design_candidate":"theoretical_or_conceptual","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":[0.00044234382,0.00058779476,0.013977197,0.0007698356,0.00011922782,0.00057976757,0.023355868,0.0011067254,0.0020212142,0.37625515,0.1938486,0.38693628],"study_design_scores_gemma":[0.0001401883,0.0002918283,0.0069270064,0.0010340156,0.00006464163,0.0006351882,0.025339434,0.005371054,0.0022508556,0.24481952,0.71303344,0.00009289319],"about_ca_topic_score_codex":0.0047341017,"about_ca_topic_score_gemma":0.0107514765,"teacher_disagreement_score":0.033984724,"about_ca_system_score_codex":0.0014486477,"about_ca_system_score_gemma":0.0026098907,"threshold_uncertainty_score":0.1136902},"labels":[],"label_agreement":null},{"id":"W7000589702","doi":"","title":"Fallacies that pervade research on tourists’ well-being.","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Context (archaeology)","score_opus":0.08485137888522479,"score_gpt":0.35649786541436723,"score_spread":0.2716464865291425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000589702","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17624405,0.09178201,0.020402823,0.47101122,0.00535193,0.00031807687,0.0024389313,0.0001922322,0.23225863],"genre_scores_gemma":[0.911851,0.026037015,0.00921466,0.041927148,0.0020570327,0.00069520785,0.0010692113,0.00028881276,0.0068598953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9432463,0.03647251,0.0031907263,0.005490961,0.010363189,0.0012364015],"domain_scores_gemma":[0.8060284,0.16306658,0.00859825,0.010804856,0.0091015985,0.0024002867],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08073943,0.00045786554,0.0010724043,0.007027081,0.004894587,0.012959993,0.0020362777,0.0025591943,0.008304539],"category_scores_gemma":[0.12033999,0.0005036379,0.00045336245,0.011320824,0.025269188,0.010670175,0.008834327,0.0053696437,0.0011145057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001729284,0.00011974848,0.026212716,0.0021535999,0.00021464184,0.00022417484,0.08829959,0.00019134858,0.00036137365,0.6659792,0.035296727,0.18077399],"study_design_scores_gemma":[0.000041900254,0.00011876612,0.07517997,0.01103947,0.00013341638,0.0005285371,0.1336024,0.0004862325,0.0007785765,0.3854695,0.39254814,0.00007304948],"about_ca_topic_score_codex":0.0098312665,"about_ca_topic_score_gemma":0.015840514,"teacher_disagreement_score":0.91926056,"about_ca_system_score_codex":0.006521569,"about_ca_system_score_gemma":0.0074799294,"threshold_uncertainty_score":0.42699605},"labels":[],"label_agreement":null},{"id":"W7007771032","doi":"","title":"Air passengers with assistance dogs: Voicing lived experiences.","year":2025,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Voice; Work (physics); Focus (optics)","score_opus":0.011499871514887966,"score_gpt":0.26708148804768156,"score_spread":0.2555816165327936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007771032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98820704,0.0011821266,0.0003838162,0.0012725352,0.00012569183,0.000020516827,0.0001193115,0.000019329218,0.008669644],"genre_scores_gemma":[0.9929114,0.00068002613,0.00023781092,0.0002957246,0.000025675912,0.00001527519,0.00006375574,0.00001337622,0.005756836],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989926,0.0005940739,0.000022442577,0.000088711335,0.00007138796,0.00023082124],"domain_scores_gemma":[0.99881184,0.00028136757,0.00018006613,0.000041526182,0.00008252406,0.0006027256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010998301,0.00043847508,0.00030273115,0.0005419165,0.0052042087,0.003139903,0.00065886474,0.0014061119,0.004444158],"category_scores_gemma":[0.0025914304,0.0002978082,0.00019722356,0.00044126177,0.00277839,0.0021856762,0.0044932556,0.0017006448,0.0007297192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009174181,0.000092082875,0.013503551,0.00009111741,0.0000142268555,0.0023694823,0.971047,0.00002883543,0.0014387504,0.0006728483,0.0032938698,0.007356605],"study_design_scores_gemma":[0.0000015005635,0.00006208478,0.0075102313,0.000050647912,0.00000402288,0.0009660578,0.9784136,0.000012592866,0.00012213583,0.000086227745,0.01276071,0.000010123575],"about_ca_topic_score_codex":0.0056455694,"about_ca_topic_score_gemma":0.02168174,"teacher_disagreement_score":0.0056455694,"about_ca_system_score_codex":0.0007587467,"about_ca_system_score_gemma":0.0007167055,"threshold_uncertainty_score":0.014867187},"labels":[],"label_agreement":null},{"id":"W7013455733","doi":"","title":"An emotional fort.","year":2023,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.05814323670411541,"score_gpt":0.38596244096643895,"score_spread":0.3278192042623235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013455733","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013037773,0.017396465,0.002145679,0.12306613,0.008929571,0.000056934263,0.00030333493,0.00027200443,0.834792],"genre_scores_gemma":[0.19556211,0.011768038,0.0032138482,0.043753617,0.0022880712,0.00014476675,0.00033894845,0.0002325461,0.74269813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989845,0.0003581402,0.000040321986,0.00011051907,0.00030844568,0.00019797121],"domain_scores_gemma":[0.99873656,0.00014891662,0.000077996185,0.00011650338,0.00031546882,0.00060452666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011230059,0.00045444738,0.00032688203,0.00095880363,0.0034140912,0.0061831223,0.0005923104,0.001988145,0.04765268],"category_scores_gemma":[0.0035123446,0.0001818195,0.00035015924,0.00052307395,0.0031252897,0.003495429,0.0045802407,0.004445593,0.017695755],"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":[0.00006201237,0.00013979421,0.0022694226,0.0001795719,0.000020074147,0.0007647562,0.018488746,0.000053108088,0.0012998114,0.15012996,0.6108568,0.215736],"study_design_scores_gemma":[0.000006857023,0.000026415148,0.0024685767,0.00024558508,0.00000461856,0.00079244806,0.007100062,0.000037658243,0.00015745574,0.013633432,0.9755128,0.000013958702],"about_ca_topic_score_codex":0.0016990022,"about_ca_topic_score_gemma":0.0043444214,"teacher_disagreement_score":0.04765268,"about_ca_system_score_codex":0.0010361973,"about_ca_system_score_gemma":0.0019795613,"threshold_uncertainty_score":0.15941411},"labels":[],"label_agreement":null},{"id":"W7014999520","doi":"","title":"The Science of Traveling Well podcast | Episode 6 Vacation for Couples.","year":2024,"lang":"en","type":"other","venue":"Breda University of Applied Sciences Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Football; Narrative; Ridiculous","score_opus":0.017042772725554385,"score_gpt":0.23775547567052718,"score_spread":0.2207127029449728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014999520","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013844561,0.0009954113,0.00035726491,0.008582321,0.003583348,0.00007651809,0.0062445337,0.00076745776,0.97800875],"genre_scores_gemma":[0.0059695644,0.0006315669,0.00030778267,0.0010288414,0.00037205743,0.000047217603,0.0031427096,0.0006716971,0.98782873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964166,0.00006527056,0.000009163497,0.000029316929,0.00013640056,0.00011817811],"domain_scores_gemma":[0.99886596,0.000084863714,0.00002458501,0.000051406903,0.00015334933,0.0008198549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059233437,0.00031002413,0.0003059402,0.00047932373,0.0021734743,0.004236752,0.00065413996,0.0013911951,0.67193025],"category_scores_gemma":[0.0020851356,0.00020873199,0.0002968617,0.0005966463,0.0003495812,0.0019411405,0.0034127387,0.0020288841,0.29703906],"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":[0.000021463857,0.00001389874,0.00007784336,0.000036245503,6.2593944e-7,0.00001879836,0.00007316711,0.000008219353,0.00003362987,0.0023628448,0.9827608,0.0145924715],"study_design_scores_gemma":[0.000004432158,0.0000055441246,0.00039760597,0.000036566038,3.8258725e-7,0.000011179367,0.00018652939,0.000011296259,0.000021590677,0.00032776291,0.99899536,0.0000016826073],"about_ca_topic_score_codex":0.008532212,"about_ca_topic_score_gemma":0.038522784,"teacher_disagreement_score":0.67193025,"about_ca_system_score_codex":0.0007764435,"about_ca_system_score_gemma":0.0017217343,"threshold_uncertainty_score":0.46795166},"labels":[],"label_agreement":null},{"id":"W7015798522","doi":"","title":"Tourism safety, security and resilience integrated community based approaches.","year":2024,"lang":"en","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Resilience (materials science); Ecotourism; Vulnerability (computing); Community resilience","score_opus":0.026862504980635107,"score_gpt":0.23109537160970298,"score_spread":0.20423286662906787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015798522","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012748959,0.029254965,0.015222112,0.0063807317,0.0020892522,0.0000696723,0.00027497465,0.00036548835,0.9450679],"genre_scores_gemma":[0.0147353485,0.016345736,0.0073298155,0.0010331133,0.00037487855,0.000082972816,0.00031354223,0.00014703194,0.9596375],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99987423,0.000030610576,0.0000042079005,0.0000127841995,0.00006665719,0.00001153973],"domain_scores_gemma":[0.9998332,0.000069442256,0.0000071199042,0.000010616176,0.000036112848,0.00004344947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031741196,0.0004617731,0.00026613282,0.0008440788,0.0006639482,0.0026308869,0.0006300936,0.001129131,0.056250505],"category_scores_gemma":[0.00046939915,0.0002085581,0.00021786409,0.0011917435,0.00079156965,0.0022882202,0.0017516196,0.0013549963,0.011005938],"study_design_candidate":"theoretical_or_conceptual","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":[0.000015376185,0.000055679906,0.0001402695,0.00032546496,0.000007806389,0.00014118104,0.0008936197,0.0008456124,0.0005165119,0.15295215,0.599427,0.2446793],"study_design_scores_gemma":[0.0000034547556,0.000017726912,0.00045646811,0.00029071743,0.0000037115406,0.00018499419,0.0006300919,0.0006445034,0.00013374105,0.042186417,0.95544255,0.000005573925],"about_ca_topic_score_codex":0.0031648446,"about_ca_topic_score_gemma":0.015248106,"teacher_disagreement_score":0.056250505,"about_ca_system_score_codex":0.00096941023,"about_ca_system_score_gemma":0.0013138138,"threshold_uncertainty_score":0.18817669},"labels":[],"label_agreement":null},{"id":"W7019410895","doi":"","title":"Het waren zieners - over de vraag of AI de hoop en angst voor een vrijetijdsamenleving nieuw leven kan inblazen.","year":2024,"lang":"nl","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Meaning (existential); Relation (database); Feature (linguistics); Context (archaeology)","score_opus":0.02137088547580972,"score_gpt":0.3075177663265594,"score_spread":0.2861468808507497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019410895","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03986312,0.01052737,0.011660639,0.12541749,0.006007967,0.00014748205,0.0019207578,0.00059532415,0.80385983],"genre_scores_gemma":[0.3811962,0.01432716,0.012165083,0.014519576,0.0019279012,0.0003518019,0.0023088155,0.0013955765,0.5718078],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99236625,0.0035817323,0.00027634238,0.00045781353,0.0024376225,0.0008801318],"domain_scores_gemma":[0.9903779,0.0045581167,0.00048701282,0.00052764436,0.0017254557,0.002323848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005333202,0.00048680985,0.0006781362,0.0011973298,0.0045436653,0.014547066,0.00090989436,0.0031029019,0.083143584],"category_scores_gemma":[0.020551564,0.0004190479,0.00048658298,0.0017802828,0.0036124175,0.006915975,0.0065786964,0.0059341514,0.021231517],"study_design_candidate":"theoretical_or_conceptual","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":[0.00030541164,0.00034338373,0.007867931,0.0011492101,0.000071435505,0.00091114757,0.04608877,0.0007095158,0.0033908442,0.18504868,0.47014472,0.28396899],"study_design_scores_gemma":[0.000013283827,0.000026282494,0.002495223,0.00046023715,0.00001162451,0.00020201565,0.014291542,0.0002182796,0.00059669686,0.026230533,0.9554229,0.000031329655],"about_ca_topic_score_codex":0.016687967,"about_ca_topic_score_gemma":0.03353358,"teacher_disagreement_score":0.083143584,"about_ca_system_score_codex":0.004615641,"about_ca_system_score_gemma":0.007838882,"threshold_uncertainty_score":0.27814305},"labels":[],"label_agreement":null},{"id":"W7020103706","doi":"","title":"Just transitions through forest tourism: Making kin with 'locals' (Keynote).","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Field (mathematics); Perspective (graphical); Context (archaeology); Government (linguistics); Process (computing)","score_opus":0.017342893652902744,"score_gpt":0.20257844880342585,"score_spread":0.1852355551505231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020103706","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037315353,0.03213264,0.0018493742,0.7139452,0.092849396,0.000112009446,0.0011117483,0.00040413346,0.15386397],"genre_scores_gemma":[0.037910875,0.025993207,0.002359638,0.2736985,0.01994447,0.00041877507,0.00077797176,0.00056879263,0.63832784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935406,0.00024478603,0.000020685846,0.00007266198,0.00010834546,0.00019945862],"domain_scores_gemma":[0.9977324,0.000711671,0.00005960402,0.00006633709,0.00017638646,0.0012536232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018433101,0.0003983545,0.00037208607,0.00031790588,0.0052038976,0.0066844905,0.0012140573,0.007116491,0.09273916],"category_scores_gemma":[0.0034610578,0.00037397223,0.00033400685,0.0005464111,0.0019038763,0.010994132,0.006979552,0.008483915,0.019104922],"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":[0.000015642869,0.000020615533,0.00013321113,0.00009071535,0.0000020400112,0.00010217159,0.0019434616,0.000010133825,0.00009499301,0.0061339443,0.9658848,0.025568232],"study_design_scores_gemma":[0.0000075881594,0.000014856046,0.0010924108,0.00021169148,0.0000042669444,0.00009019267,0.007697997,0.000011868425,0.000069062895,0.0027307805,0.9880613,0.000007887579],"about_ca_topic_score_codex":0.00650488,"about_ca_topic_score_gemma":0.04242706,"teacher_disagreement_score":0.09273916,"about_ca_system_score_codex":0.0012423629,"about_ca_system_score_gemma":0.0035684044,"threshold_uncertainty_score":0.31024343},"labels":[],"label_agreement":null},{"id":"W7022901216","doi":"","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"Breda University of Applied Sciences Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.013416144078358293,"score_gpt":0.1929894956410681,"score_spread":0.17957335156270982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022901216","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002284179,0.002241653,0.0018358813,0.0012105405,0.0023075715,0.00008406719,0.0011863247,0.0005896835,0.99031585],"genre_scores_gemma":[0.00048855704,0.000872674,0.0005419158,0.00034508816,0.00023558612,0.00003018221,0.00067474094,0.00017517393,0.99663603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996258,0.00003591822,0.000011669962,0.00007240065,0.00020903186,0.00004513893],"domain_scores_gemma":[0.9995635,0.000067495814,0.000013721449,0.000054175274,0.0002167751,0.00008430502],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003860722,0.0008625326,0.00059152255,0.0020411692,0.0013925703,0.004356868,0.0013333852,0.0014280777,0.61802053],"category_scores_gemma":[0.001330427,0.00040624748,0.0005751769,0.0017985882,0.0004736653,0.0027806659,0.001957899,0.0016965662,0.5311361],"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":[0.00001576839,0.000036174428,0.000052754236,0.00012657595,0.0000014177726,0.000035969984,0.00009830041,0.00008674625,0.0002870876,0.01783176,0.85518837,0.12623903],"study_design_scores_gemma":[0.0000012903172,0.0000035967503,0.00005037404,0.000049502247,6.0844854e-7,0.000024089073,0.000028176466,0.000013339101,0.00004080235,0.001636171,0.9981504,0.0000016491042],"about_ca_topic_score_codex":0.0040109064,"about_ca_topic_score_gemma":0.007895666,"teacher_disagreement_score":0.38197947,"about_ca_system_score_codex":0.0011846038,"about_ca_system_score_gemma":0.0014685022,"threshold_uncertainty_score":0.54484737},"labels":[],"label_agreement":null},{"id":"W7023791907","doi":"","title":"PODCAST: The Science of Traveling Well | Episode 1 Novelty","year":2023,"lang":"en","type":"other","venue":"Breda University of Applied Sciences Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Novelty; Term (time); Action (physics)","score_opus":0.020854109065758734,"score_gpt":0.22627785075174303,"score_spread":0.2054237416859843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023791907","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001177257,0.001189343,0.0008913035,0.033805124,0.017831149,0.00010987027,0.007660744,0.0013329933,0.9360022],"genre_scores_gemma":[0.0074302363,0.0007044174,0.00034590947,0.0037563038,0.0025586954,0.00006315992,0.003254998,0.0011369507,0.98074925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994025,0.00007667552,0.000013891274,0.000053667325,0.00025280478,0.00020036876],"domain_scores_gemma":[0.99863595,0.00022384863,0.000036666384,0.000102845195,0.00025199755,0.0007486983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088950776,0.00043754626,0.0004320057,0.00072850985,0.0034044597,0.009063248,0.0009603533,0.0035430337,0.50520897],"category_scores_gemma":[0.0042043137,0.00021200215,0.0004161175,0.0009639054,0.0007539317,0.004547806,0.0040482716,0.004376839,0.19114743],"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":[0.000017660725,0.000008822782,0.00003365551,0.000022608538,4.9922625e-7,0.000029323686,0.000057073215,0.000012595638,0.00002651674,0.0057950267,0.9885889,0.0054073418],"study_design_scores_gemma":[0.0000045842444,0.0000028988643,0.00008942481,0.000024650475,3.698386e-7,0.000011310841,0.00010829094,0.000016032234,0.000020470192,0.0009507499,0.9987692,0.000001842741],"about_ca_topic_score_codex":0.010878001,"about_ca_topic_score_gemma":0.033642873,"teacher_disagreement_score":0.50520897,"about_ca_system_score_codex":0.0018890682,"about_ca_system_score_gemma":0.0022643772,"threshold_uncertainty_score":0.70575935},"labels":[],"label_agreement":null},{"id":"W7025029487","doi":"","title":"Tourism interventions : contributions to community resilience.","year":2024,"lang":"en","type":"book-chapter","venue":"Breda University of Applied Sciences Portal","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Psychological intervention; Work (physics); Government (linguistics)","score_opus":0.04339063213809504,"score_gpt":0.24455712910552438,"score_spread":0.20116649696742933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025029487","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050233748,0.10489994,0.0037890591,0.07489877,0.0020183527,0.00030475212,0.00032959733,0.0001761882,0.7633496],"genre_scores_gemma":[0.73614275,0.10213312,0.009200756,0.010653473,0.0006804782,0.0008918618,0.00030962125,0.00010424888,0.13988377],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909914,0.00068196433,0.000014049373,0.00003263071,0.00007938672,0.00009278496],"domain_scores_gemma":[0.9990747,0.00058435806,0.00005681659,0.000041268304,0.00006137459,0.00018151077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015089263,0.00026798595,0.00022658447,0.0006478201,0.0010691162,0.002153952,0.0005513921,0.0010365681,0.017386919],"category_scores_gemma":[0.0030125394,0.00009282636,0.00019790491,0.00072092767,0.0017060034,0.0010771485,0.0024353329,0.00090245093,0.00097472797],"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":[0.00011714647,0.00055549847,0.0020509867,0.0023989184,0.000054692067,0.00029770748,0.00952633,0.000573124,0.00031743152,0.1704611,0.13789766,0.67574936],"study_design_scores_gemma":[0.00008007506,0.00041816517,0.021170028,0.008755332,0.000097953875,0.00052380987,0.030925125,0.00088032265,0.00067044044,0.09383457,0.84261346,0.00003070608],"about_ca_topic_score_codex":0.0031080774,"about_ca_topic_score_gemma":0.012463332,"teacher_disagreement_score":0.017386919,"about_ca_system_score_codex":0.0011390852,"about_ca_system_score_gemma":0.0045938874,"threshold_uncertainty_score":0.058165014},"labels":[],"label_agreement":null},{"id":"W7029073029","doi":"","title":"Inclusive aviation: uncovering staff training needs emerging from travel experiences of ‘Passengers with Reduced Mobility’ (PRMs).","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Training (meteorology); Qualitative research; Work (physics); Data collection; Inclusion (mineral)","score_opus":0.018559392150197546,"score_gpt":0.20158689482282233,"score_spread":0.18302750267262477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029073029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942305,0.00025959223,0.00031079818,0.0017243356,0.00003185136,0.00001849374,0.00009944,0.000007423492,0.0033175559],"genre_scores_gemma":[0.9972542,0.00040956738,0.00033030455,0.00048617276,0.000013587749,0.00005579803,0.00012225616,0.000011407982,0.0013167501],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983022,0.00090627716,0.00005668599,0.00010872469,0.00016922745,0.0004568871],"domain_scores_gemma":[0.9962121,0.0016743541,0.00053774286,0.00019432472,0.0005022669,0.0008792223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002717154,0.00024959922,0.00026106858,0.0009716747,0.0045624655,0.0038460519,0.0008890116,0.000985496,0.0034193485],"category_scores_gemma":[0.009075023,0.0003078581,0.00017300123,0.0016249268,0.0028075527,0.003902795,0.0072815255,0.001718901,0.0005587323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045885354,0.000048443842,0.016014908,0.00012850984,0.000008579673,0.00030139697,0.9686789,0.000020025227,0.000258579,0.000712487,0.0020297107,0.0117524825],"study_design_scores_gemma":[0.0000013590275,0.000025146028,0.015187125,0.00007514867,0.000004345832,0.00009455123,0.9789354,0.000027621933,0.00005623091,0.00024827942,0.00533858,0.000006245293],"about_ca_topic_score_codex":0.01911825,"about_ca_topic_score_gemma":0.061933704,"teacher_disagreement_score":0.01911825,"about_ca_system_score_codex":0.0020619966,"about_ca_system_score_gemma":0.004053485,"threshold_uncertainty_score":0.038013935},"labels":[],"label_agreement":null},{"id":"W7032505262","doi":"","title":"AVENUE","year":2025,"lang":"en","type":"other","venue":"Breda University of Applied Sciences Portal","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"","score_opus":0.012016875616157992,"score_gpt":0.19849397304052488,"score_spread":0.18647709742436688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032505262","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009547402,0.0005405089,0.00068411516,0.00043309818,0.00033939615,0.000048391877,0.004910657,0.0010326087,0.99105644],"genre_scores_gemma":[0.002703576,0.00034809503,0.0007948408,0.00033012367,0.00006078604,0.00006143123,0.0034940846,0.0007131416,0.99149394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993932,0.000065923814,0.000020692378,0.0002150277,0.00015248868,0.00015262704],"domain_scores_gemma":[0.9993937,0.000132004,0.000028739523,0.00008609233,0.000117038886,0.00024243459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004388882,0.0012235548,0.00094294926,0.0019762404,0.002125845,0.0038405235,0.001002033,0.0020899395,0.90254843],"category_scores_gemma":[0.0014534787,0.0006405208,0.0007478736,0.0013820068,0.00043488434,0.0021942786,0.0032799107,0.0020956285,0.844591],"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":[0.00022767349,0.00027231255,0.00079818536,0.00027303208,0.000018184293,0.0003055044,0.000086636,0.00023923295,0.0011906897,0.016475309,0.8053692,0.17474408],"study_design_scores_gemma":[0.000050359406,0.00003348545,0.00085036835,0.00014061097,0.0000091036645,0.00018945217,0.000060121787,0.00015584014,0.00031855455,0.0029072682,0.9952762,0.000008638515],"about_ca_topic_score_codex":0.0024709841,"about_ca_topic_score_gemma":0.005648062,"teacher_disagreement_score":0.90254843,"about_ca_system_score_codex":0.00083461375,"about_ca_system_score_gemma":0.0011125554,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7033701191","doi":"","title":"Rediscovering connection: The role of slow hospitality in rural tourism .","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Rural tourism; Hospitality; Government (linguistics); Work (physics); Tourism geography","score_opus":0.007291977184501269,"score_gpt":0.17824687349814328,"score_spread":0.170954896313642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033701191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92544496,0.003082909,0.00039855967,0.013587548,0.00017663036,0.000035012043,0.00048163306,0.000037082824,0.056755774],"genre_scores_gemma":[0.99261546,0.0011937482,0.00016128492,0.0002800867,0.000032350516,0.00000965616,0.00010507849,0.000014593122,0.005587816],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994211,0.0002420598,0.000015808037,0.000044791686,0.000064755004,0.00021135436],"domain_scores_gemma":[0.99759275,0.00048460625,0.00048274366,0.00006378286,0.00023173982,0.0011443848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080041646,0.00013422008,0.00017664692,0.00058508693,0.0015226346,0.0025581792,0.00060041907,0.0008485133,0.014506729],"category_scores_gemma":[0.0034871504,0.00014708185,0.00018523583,0.0010625664,0.0013650508,0.0012765165,0.002614215,0.0011929463,0.0008374227],"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":[0.0010747972,0.0009591415,0.59561247,0.00086700893,0.00014275154,0.006065682,0.06268173,0.00059203804,0.0018290154,0.060241524,0.05756522,0.21236858],"study_design_scores_gemma":[0.00003143728,0.00026407588,0.7195826,0.0008808944,0.00007818029,0.0019914606,0.20308836,0.0012053297,0.00025458162,0.0070355423,0.06551823,0.000069225796],"about_ca_topic_score_codex":0.03111493,"about_ca_topic_score_gemma":0.068033606,"teacher_disagreement_score":0.03111493,"about_ca_system_score_codex":0.001452156,"about_ca_system_score_gemma":0.0029253145,"threshold_uncertainty_score":0.061867654},"labels":[],"label_agreement":null},{"id":"W7035939006","doi":"","title":"AIDA - Design and Style Guide.","year":2024,"lang":"en","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Style (visual arts); User interface; Interface (matter); Interface design","score_opus":0.015972329025377232,"score_gpt":0.20727534849146126,"score_spread":0.19130301946608402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035939006","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013119266,0.0022955108,0.5866385,0.0010268912,0.0011712409,0.0014811818,0.03357184,0.15877137,0.21373151],"genre_scores_gemma":[0.0058531053,0.0019102639,0.47552484,0.0020200168,0.0002188481,0.0038954038,0.02834787,0.057167772,0.42506197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986583,0.00023034801,0.000095409014,0.00017238784,0.0007939541,0.000049615745],"domain_scores_gemma":[0.9955474,0.0018460145,0.00009534775,0.00047967117,0.0018866429,0.00014500579],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020135085,0.0016347154,0.0011824234,0.0021075294,0.00076950376,0.0032459835,0.0035485546,0.0014399209,0.3161049],"category_scores_gemma":[0.00755678,0.0020236184,0.0009470441,0.001923983,0.00050987117,0.0023817737,0.0018422313,0.002718616,0.29656744],"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":[0.0001299088,0.00004747375,0.00020659789,0.00084229204,0.000021452304,0.00012478216,0.00016023539,0.00064907584,0.0048638694,0.009333763,0.81002104,0.1735995],"study_design_scores_gemma":[0.000028105424,0.000035605684,0.00032735505,0.0001315169,0.000018535,0.00045526878,0.00005218147,0.0020916795,0.0034690346,0.004980739,0.98837656,0.00003353532],"about_ca_topic_score_codex":0.0013876131,"about_ca_topic_score_gemma":0.0024718458,"teacher_disagreement_score":0.3161049,"about_ca_system_score_codex":0.00047601742,"about_ca_system_score_gemma":0.0011703605,"threshold_uncertainty_score":0.9754934},"labels":[],"label_agreement":null},{"id":"W7036982812","doi":"","title":"De tussenbalans opgemaakt.","year":2024,"lang":"nl","type":"book-chapter","venue":"Breda University of Applied Sciences Portal","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.021087424881495686,"score_gpt":0.19821709167063023,"score_spread":0.17712966678913455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036982812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027078376,0.024045678,0.0041741612,0.0025879338,0.0027300436,0.00004433756,0.006257726,0.0014553367,0.95599693],"genre_scores_gemma":[0.009708711,0.0069054994,0.0021945036,0.00039781063,0.00020393285,0.000047627975,0.0017322154,0.0012802581,0.9775294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959546,0.0000550413,0.000022817889,0.00009505632,0.00017493089,0.00005677799],"domain_scores_gemma":[0.99984145,0.000052604588,0.000016793389,0.00002227142,0.000031644566,0.000035206544],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032638756,0.0012917393,0.00085718324,0.0011534315,0.0010603544,0.0069768657,0.00087627524,0.0017568517,0.39198288],"category_scores_gemma":[0.00092794537,0.0008516832,0.0003638784,0.0016655173,0.0006156937,0.0036020246,0.0026935004,0.00297754,0.27494308],"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":[0.00014630592,0.000108657536,0.00027863454,0.0007424492,0.000023486136,0.00038448413,0.0010891125,0.00041245684,0.0041468544,0.051124677,0.64972425,0.29181868],"study_design_scores_gemma":[0.0000050967947,0.0000043745663,0.00012320619,0.0000891773,0.0000030374474,0.00013675739,0.00007209275,0.00006261961,0.00032200065,0.0020383194,0.9971379,0.0000055804426],"about_ca_topic_score_codex":0.00620504,"about_ca_topic_score_gemma":0.012254052,"teacher_disagreement_score":0.39198288,"about_ca_system_score_codex":0.0011424876,"about_ca_system_score_gemma":0.0008958678,"threshold_uncertainty_score":0.8672626},"labels":[],"label_agreement":null},{"id":"W7037912860","doi":"","title":"Experiencing Nature Final Report.","year":2024,"lang":"en","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.017713686684746034,"score_gpt":0.20023151812478715,"score_spread":0.1825178314400411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037912860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041133704,0.0026610042,0.0005817577,0.003925221,0.012331042,0.000078777935,0.0019451322,0.0008748831,0.97719073],"genre_scores_gemma":[0.000493198,0.00049983594,0.00012252088,0.00046537252,0.0003414143,0.000017578424,0.00051829533,0.00016088795,0.9973808],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966097,0.000031752475,0.0000114230015,0.00004495531,0.00019591923,0.00005496517],"domain_scores_gemma":[0.9996075,0.00005635326,0.000014859962,0.000049894472,0.00014134144,0.00013004776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052382314,0.0005869592,0.00033855005,0.0008466806,0.0010839847,0.003660643,0.0008589489,0.0014554232,0.66975963],"category_scores_gemma":[0.0013957263,0.00028280524,0.00038297474,0.00085888425,0.0002754156,0.001990688,0.001765124,0.001754901,0.53948754],"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":[0.000010944387,0.0000069000766,0.000035170444,0.000028116505,7.5859487e-7,0.000026723137,0.00001681905,0.000009907335,0.000106014995,0.0013131723,0.974479,0.023966394],"study_design_scores_gemma":[0.0000013386297,0.0000026032433,0.000087942666,0.000012282721,4.0162186e-7,0.000017536811,0.000018610353,0.000005944732,0.00003481108,0.00020006813,0.99961746,0.0000010117882],"about_ca_topic_score_codex":0.0031282178,"about_ca_topic_score_gemma":0.011052416,"teacher_disagreement_score":0.66975963,"about_ca_system_score_codex":0.00060391944,"about_ca_system_score_gemma":0.0008800526,"threshold_uncertainty_score":0.47104776},"labels":[],"label_agreement":null},{"id":"W7038012770","doi":"","title":"Hoe bezoek bijdraagt aan bewonersprofijt.","year":2024,"lang":"nl","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.020522982054041596,"score_gpt":0.19491926093205408,"score_spread":0.17439627887801248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038012770","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011004938,0.011858465,0.0034370497,0.0053437296,0.005284458,0.00006516523,0.0036088377,0.0019331855,0.96736854],"genre_scores_gemma":[0.0010133286,0.0021375734,0.00072266883,0.00023254013,0.00017129027,0.000018394692,0.00061511557,0.00050955935,0.99457955],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99935144,0.000076443,0.000027874958,0.000098379394,0.0003854737,0.000060288967],"domain_scores_gemma":[0.9991333,0.00026365533,0.000052548683,0.00006694869,0.0002216959,0.00026200226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057388266,0.0008060202,0.00073763804,0.0015351556,0.0009441372,0.005479529,0.0006558135,0.0013026126,0.5228582],"category_scores_gemma":[0.002252951,0.00051596086,0.0003261468,0.0025864558,0.00044317264,0.0033547827,0.001963409,0.0015979367,0.46839187],"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":[0.000032970634,0.000031711425,0.00012324992,0.00019977297,0.0000024128815,0.000090083384,0.00021447458,0.00006254782,0.0008115229,0.0049493536,0.84965086,0.14383093],"study_design_scores_gemma":[0.0000014750899,0.0000039302586,0.00012241982,0.000036195514,0.0000010578015,0.00007831582,0.00004005088,0.000023509469,0.0001156689,0.0005025847,0.9990722,0.0000026854536],"about_ca_topic_score_codex":0.003253096,"about_ca_topic_score_gemma":0.011263381,"teacher_disagreement_score":0.5228582,"about_ca_system_score_codex":0.0007124888,"about_ca_system_score_gemma":0.0013471871,"threshold_uncertainty_score":0.68058485},"labels":[],"label_agreement":null},{"id":"W7039007161","doi":"","title":"Just transitions through forest tourism: Making kin with 'locals'.","year":2024,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Field (mathematics); Perspective (graphical); Context (archaeology); Government (linguistics); Process (computing)","score_opus":0.03947297265929863,"score_gpt":0.28383022052826407,"score_spread":0.24435724786896543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039007161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6945195,0.003633582,0.0052409153,0.041221224,0.0011880466,0.00009214006,0.00042112096,0.0002721449,0.2534113],"genre_scores_gemma":[0.9512075,0.0013605971,0.0020065755,0.0023539227,0.000067656474,0.000035647965,0.00013341961,0.00006753451,0.04276708],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996463,0.0001913849,0.000005623666,0.000034635585,0.000037168942,0.00008492555],"domain_scores_gemma":[0.9990977,0.00012641175,0.00007084101,0.000051906,0.00007181955,0.00058132823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087632565,0.00012424917,0.00014936352,0.00014697544,0.0027035757,0.0030273139,0.00030429487,0.0006586585,0.018339954],"category_scores_gemma":[0.0023618888,0.000083629835,0.00009496224,0.00016960276,0.001276263,0.0028085688,0.002770511,0.0011079394,0.0030489392],"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":[0.00052285905,0.0008926976,0.05901162,0.00060305174,0.000072275136,0.0013129573,0.20777541,0.00020516738,0.0049671703,0.020163404,0.20873909,0.4957342],"study_design_scores_gemma":[0.000036999158,0.00026962333,0.08287986,0.00054073904,0.000055490058,0.00054718147,0.5282905,0.00033118122,0.0013318808,0.017720217,0.36793864,0.000057807716],"about_ca_topic_score_codex":0.0043662465,"about_ca_topic_score_gemma":0.027811004,"teacher_disagreement_score":0.018339954,"about_ca_system_score_codex":0.0005488555,"about_ca_system_score_gemma":0.0010943803,"threshold_uncertainty_score":0.061353266},"labels":[],"label_agreement":null},{"id":"W7052528073","doi":"","title":"Restrictions are lifted: The effect of risk perception of COVID-19 on future travel intentions of Dutch travelers.","year":2023,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Risk perception; Perception; Affect (linguistics); Perspective (graphical); Set (abstract data type)","score_opus":0.014319999399348181,"score_gpt":0.2511270562525917,"score_spread":0.2368070568532435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052528073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973418,0.00010864247,0.000072337396,0.00022745751,0.000013112252,0.0000066454604,0.00019303478,0.0000024929034,0.0020344907],"genre_scores_gemma":[0.99880934,0.00007149237,0.00006930072,0.000026493182,0.0000037579048,0.0000081016915,0.00016335501,0.0000036504268,0.00084439205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990363,0.0003907045,0.000080445556,0.00009850062,0.00016908642,0.00022499375],"domain_scores_gemma":[0.9930448,0.0022916794,0.0020746063,0.0002753093,0.00081386213,0.0014997143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138719,0.00018603941,0.00022160965,0.00034495167,0.00044914478,0.0016822737,0.00041812315,0.00076205353,0.0068296],"category_scores_gemma":[0.010796436,0.00022121148,0.0006417634,0.0004169265,0.00043180952,0.0008198118,0.0010272391,0.0014663481,0.00066062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006735219,0.00043421338,0.97608393,0.000047503425,0.0002032931,0.00024980973,0.009858133,0.0004009587,0.0004662216,0.00039838898,0.0008968822,0.010287176],"study_design_scores_gemma":[0.000007734168,0.0001539016,0.982577,0.000043194577,0.000045121076,0.000061803075,0.015140992,0.0007353092,0.00010225614,0.00015258035,0.00095631793,0.00002388026],"about_ca_topic_score_codex":0.07156487,"about_ca_topic_score_gemma":0.06828846,"teacher_disagreement_score":0.07156487,"about_ca_system_score_codex":0.0005748267,"about_ca_system_score_gemma":0.00071368314,"threshold_uncertainty_score":0.14229661},"labels":[],"label_agreement":null},{"id":"W7053072880","doi":"","title":"Tourism interventions: making or breaking places.","year":2024,"lang":"en","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.028520299168707353,"score_gpt":0.22803698539039613,"score_spread":0.19951668622168878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053072880","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025314353,0.17101972,0.0029097158,0.02449453,0.008713249,0.00006379602,0.0005152211,0.00050482526,0.7892475],"genre_scores_gemma":[0.020892961,0.11739938,0.0042883954,0.007294695,0.0016736096,0.000095264135,0.0003830452,0.00027715845,0.8476954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982893,0.000053546177,0.0000066999937,0.000015531907,0.00007186581,0.000023469998],"domain_scores_gemma":[0.9998417,0.00007368489,0.000012454642,0.00000724405,0.000023659048,0.00004131101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841062,0.00046782743,0.00030826195,0.0006780134,0.0006029658,0.003270911,0.00055672927,0.0015255357,0.061110143],"category_scores_gemma":[0.0006806124,0.00014136282,0.00018687127,0.00088909507,0.0010139158,0.002125562,0.0015458196,0.001405782,0.014691122],"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":[0.000034614903,0.000044332544,0.000084798565,0.0008280861,0.0000055839314,0.00008329453,0.0005834034,0.000096524156,0.00034573648,0.04058566,0.6847422,0.2725657],"study_design_scores_gemma":[0.000004208878,0.000024469771,0.00043038596,0.0007570366,0.0000031054099,0.00013537168,0.0010052897,0.000059202088,0.00013072726,0.0074471445,0.9899974,0.000005632123],"about_ca_topic_score_codex":0.0016086372,"about_ca_topic_score_gemma":0.008463651,"teacher_disagreement_score":0.061110143,"about_ca_system_score_codex":0.000581095,"about_ca_system_score_gemma":0.0009931831,"threshold_uncertainty_score":0.2044338},"labels":[],"label_agreement":null},{"id":"W7062693085","doi":"","title":"Wegwijzer voor het meten van bewonersprofijt.","year":2025,"lang":"nl","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"","score_opus":0.01227149412074203,"score_gpt":0.2255538026825559,"score_spread":0.21328230856181388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062693085","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006836434,0.01516641,0.0023092534,0.011327275,0.008470858,0.000036596022,0.0019870754,0.0010899666,0.95892894],"genre_scores_gemma":[0.00088577834,0.0019595465,0.00037020678,0.0005318637,0.00033270108,0.000014146452,0.00031375833,0.0003933959,0.9951988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995084,0.000060427905,0.000019580031,0.000088197536,0.0002701144,0.000053275995],"domain_scores_gemma":[0.99938345,0.00015630994,0.000043699223,0.000059175196,0.00015645057,0.00020088076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039887513,0.000700836,0.0005798692,0.0011412948,0.0011428654,0.0059033097,0.0006126001,0.001406781,0.41013935],"category_scores_gemma":[0.0021120482,0.00043663647,0.00030365094,0.0018259874,0.00048908865,0.0042273323,0.0020853658,0.002453426,0.35553735],"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":[0.000018046334,0.000013744621,0.000063179876,0.00009445996,0.0000020642262,0.00003908401,0.00015312652,0.00004116807,0.00035129918,0.008710637,0.9246226,0.065890595],"study_design_scores_gemma":[0.0000011092726,0.0000017382376,0.00006694407,0.000029788524,8.06386e-7,0.000040537932,0.000032773874,0.0000143321095,0.00005495416,0.0008805773,0.9988747,0.0000017220185],"about_ca_topic_score_codex":0.003044775,"about_ca_topic_score_gemma":0.010075518,"teacher_disagreement_score":0.41013935,"about_ca_system_score_codex":0.0009013501,"about_ca_system_score_gemma":0.0013853428,"threshold_uncertainty_score":0.8413646},"labels":[],"label_agreement":null},{"id":"W7084246510","doi":"","title":"Tourists go to the place they know : Is overtourism mostly a problem of information?","year":2025,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Government (linguistics); Perspective (graphical); Field (mathematics)","score_opus":0.020124680181145806,"score_gpt":0.28708419964945336,"score_spread":0.26695951946830754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084246510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49197394,0.008532653,0.005288201,0.22402114,0.0013434497,0.000028985405,0.0016447157,0.00021177993,0.2669551],"genre_scores_gemma":[0.9472533,0.0033958675,0.00091557315,0.005425111,0.0004225792,0.000013604892,0.00039101296,0.00011040028,0.042072605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989881,0.0004590981,0.000025636808,0.00011044392,0.00014022333,0.00027658566],"domain_scores_gemma":[0.9939885,0.00254856,0.00084847916,0.0004008226,0.0010567957,0.001156749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010484457,0.00019994825,0.0004593197,0.0008177855,0.0025814837,0.004925611,0.00083766284,0.0028335846,0.029418485],"category_scores_gemma":[0.009873219,0.00023184197,0.0002518381,0.0017515419,0.0043529253,0.006015605,0.0018496967,0.0023873637,0.0037855224],"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":[0.0012481046,0.00037452392,0.13753413,0.0010788187,0.00020051486,0.0035787374,0.10502787,0.00091853313,0.0011052439,0.13168776,0.2965679,0.3206779],"study_design_scores_gemma":[0.00007472275,0.0002410091,0.14675349,0.0015321844,0.00012529074,0.0033379956,0.41400957,0.002107831,0.00062995846,0.15162763,0.27936366,0.00019671264],"about_ca_topic_score_codex":0.049823187,"about_ca_topic_score_gemma":0.07225807,"teacher_disagreement_score":0.049823187,"about_ca_system_score_codex":0.0018828239,"about_ca_system_score_gemma":0.0015753072,"threshold_uncertainty_score":0.09906638},"labels":[],"label_agreement":null},{"id":"W7084269807","doi":"","title":"Tourism-driven resident benefits beyond the surface : A multi-dimensional guide to measuring resident benefits","year":2025,"lang":"en","type":"article","venue":"Breda University of Applied Sciences Portal","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Surface (topology); Agency (philosophy); Work (physics); Government (linguistics)","score_opus":0.018310311531910088,"score_gpt":0.22656028958796798,"score_spread":0.20824997805605788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084269807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24770282,0.0042772274,0.38629192,0.0023849714,0.0005383465,0.0056094606,0.09478295,0.00752065,0.25089172],"genre_scores_gemma":[0.25342008,0.0035176221,0.66708076,0.00033941053,0.000050156046,0.007903344,0.011125357,0.0008114961,0.05575175],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99918,0.00024923705,0.00009869553,0.00007147465,0.00034058187,0.000059953392],"domain_scores_gemma":[0.99868137,0.0004932464,0.00014228356,0.00010864469,0.0004548777,0.00011960243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014262825,0.0008369053,0.00059038703,0.004922753,0.000867351,0.0033202558,0.0009970597,0.0008100588,0.019045442],"category_scores_gemma":[0.0028013587,0.000536215,0.0012971751,0.004591945,0.00078663725,0.0015137842,0.002325133,0.0010950931,0.0050879237],"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":[0.0005793708,0.001461031,0.17715074,0.0033309073,0.00037283852,0.00060488726,0.0064348085,0.01573661,0.01737382,0.038652774,0.12649408,0.6118081],"study_design_scores_gemma":[0.00008428608,0.00097344525,0.47825316,0.0010026861,0.00015046741,0.00077888794,0.016809948,0.048434354,0.015613869,0.027566439,0.4099257,0.0004067493],"about_ca_topic_score_codex":0.014108778,"about_ca_topic_score_gemma":0.043375257,"teacher_disagreement_score":0.019045442,"about_ca_system_score_codex":0.0009809213,"about_ca_system_score_gemma":0.0013744294,"threshold_uncertainty_score":0.06371337},"labels":[],"label_agreement":null},{"id":"W7113369516","doi":"","title":"Guiding the flow: dispersing tourists through smarter communication : lessons from Amsterdam & Copenhagen.","year":2025,"lang":"en","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Context (archaeology); Agency (philosophy)","score_opus":0.06788792190508249,"score_gpt":0.32017777963317373,"score_spread":0.25228985772809126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113369516","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074319765,0.08245783,0.018954607,0.055530086,0.0016745074,0.00013601326,0.00044071197,0.00039596748,0.7660904],"genre_scores_gemma":[0.385699,0.06039677,0.015866669,0.0031138423,0.00017106978,0.000104976134,0.0003476236,0.0003620739,0.53393793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998872,0.000049807873,0.000002727569,0.000014068342,0.000022946573,0.00002309992],"domain_scores_gemma":[0.9998274,0.0001019546,0.000007936995,0.0000074323766,0.00001786744,0.000037353686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053630554,0.00033892886,0.00026535653,0.0003382368,0.001617452,0.0041259998,0.00084184494,0.0013034386,0.010385937],"category_scores_gemma":[0.0006362931,0.00018091491,0.00017124646,0.00049433834,0.002394052,0.0031586436,0.0017806405,0.0009927668,0.0017632558],"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":[0.00018445367,0.00013999974,0.001980741,0.0018858997,0.00003222559,0.001572715,0.10979774,0.00388878,0.0023672252,0.14608403,0.3393626,0.39270365],"study_design_scores_gemma":[0.000025028861,0.00007022953,0.0027263593,0.0008781948,0.000019970606,0.00036669197,0.06562996,0.0011210805,0.00060853356,0.017060699,0.91146433,0.000028984936],"about_ca_topic_score_codex":0.0374556,"about_ca_topic_score_gemma":0.114804,"teacher_disagreement_score":0.0374556,"about_ca_system_score_codex":0.001333932,"about_ca_system_score_gemma":0.0019982185,"threshold_uncertainty_score":0.07447517},"labels":[],"label_agreement":null},{"id":"W7115812490","doi":"","title":"Vervoersprognose TESO. Prognose tot 2050 van aantallen passagiers en voertuigen.","year":2025,"lang":"","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Work (physics); Term (time); Yield (engineering); Context (archaeology); Investment (military)","score_opus":0.00995117528883833,"score_gpt":0.20382652983548918,"score_spread":0.19387535454665086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008712993,0.1734579,0.008367377,0.06795661,0.02055237,0.00010282895,0.105560355,0.0018163618,0.6134732],"genre_scores_gemma":[0.053556785,0.091036394,0.0060960343,0.00523884,0.0030483368,0.00018795158,0.038920153,0.00097246806,0.80094314],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984586,0.00002476418,0.00000984236,0.000021116275,0.00007591337,0.000022452492],"domain_scores_gemma":[0.99964356,0.00013645767,0.000042900985,0.000012709547,0.000099378616,0.00006495951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052360195,0.0005669316,0.00028311062,0.00077739824,0.00027978385,0.002294295,0.00034867987,0.0007014026,0.060689896],"category_scores_gemma":[0.0015726343,0.00025805563,0.0003426338,0.0012787629,0.00023802396,0.0010537163,0.00046044608,0.0012644605,0.021082627],"study_design_candidate":"simulation_or_modeling","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":[0.00005595677,0.000015744348,0.0006187217,0.00025864478,0.0000100207635,0.000054524597,0.00006562699,0.0010150379,0.00014293111,0.007971993,0.87261295,0.117177844],"study_design_scores_gemma":[0.000014566384,0.00002679628,0.0020966951,0.00052556756,0.00001467128,0.0001889174,0.00014564669,0.0005335229,0.00015391574,0.0053071696,0.9909801,0.000012509306],"about_ca_topic_score_codex":0.025453933,"about_ca_topic_score_gemma":0.031866543,"teacher_disagreement_score":0.060689896,"about_ca_system_score_codex":0.00093127874,"about_ca_system_score_gemma":0.0023751603,"threshold_uncertainty_score":0.2030279},"labels":[],"label_agreement":null}]}