{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":29,"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":"48e9b02c19dd","filters":{"venue":"Breda University of Applied Sciences Portal"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; Sustainable tourism; Sustainability; Ecotourism; Sustainable development; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03701133712859951,"gpt":0.3214644882392743,"spread":0.2844531511106748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003560218,0.0001190532,0.0001872085,0.000228397,0.0032154,0.0003044659,0.001289159,0.0001111402,0.0008172608],"category_scores_gemma":[0.0002209255,0.0001375373,0.00009699322,0.001234336,0.002289778,0.001689071,0.0004708208,0.0005066097,0.00009282566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539805,"about_ca_system_score_gemma":0.001389295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05451141,"about_ca_topic_score_gemma":0.004979678,"domain_scores_codex":[0.9975922,0.0001883607,0.0001495862,0.0003482393,0.001069757,0.0006518844],"domain_scores_gemma":[0.9987593,0.0005066275,0.0002108459,0.0002377862,0.0001369622,0.0001484369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005216435,0.0001702527,0.0001680758,0.0001777606,0.00007631056,0.001992959,0.06761946,0.000131314,0.002122987,0.9080235,0.01785035,0.001614924],"study_design_scores_gemma":[0.0002153432,0.00008642714,0.000264515,0.00006579729,0.00004632646,0.000004041972,0.8365008,0.0001121409,0.00162765,0.02074928,0.140057,0.000270772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2919896,0.0000997416,0.0003082114,0.001229246,0.0001496477,0.0002372021,0.000003969225,0.0001412087,0.7058412],"genre_scores_gemma":[0.9876801,0.0001095143,0.00291627,0.00003396734,0.0001147975,3.556375e-7,0.000002658486,0.00000720108,0.009135078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8872741,"threshold_uncertainty_score":0.9980823,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05814323670411541,"gpt":0.3859624409664389,"spread":0.3278192042623235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001182578,0.00007738188,0.0001542403,0.0002004309,0.001532017,0.000003627921,0.0003885217,0.0001481384,0.0008500836],"category_scores_gemma":[0.000009756202,0.00008282663,0.0000412497,0.0006321335,0.0004688817,0.0001586706,0.00006836913,0.0002430475,0.0004617932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000269237,"about_ca_system_score_gemma":0.0005045899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002600131,"about_ca_topic_score_gemma":0.0003003415,"domain_scores_codex":[0.9986567,0.00007184882,0.0001889945,0.0003297765,0.0003051246,0.0004475504],"domain_scores_gemma":[0.9993139,0.0001313413,0.0001463865,0.0001793128,0.00005034485,0.0001787219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003212985,0.0003822512,0.1358341,0.0003308836,0.00005897647,0.0001722658,0.04455698,0.0009433509,0.005758958,0.6701415,0.09466421,0.04683525],"study_design_scores_gemma":[0.001506572,0.0002943499,0.828117,0.00006937081,0.00002155232,0.000005204474,0.110824,0.001824782,0.00004730183,0.01658954,0.04035593,0.0003443987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7317678,0.000001948749,0.0002160738,0.0004782487,0.0003187476,0.0001976959,0.00001595825,0.0001143056,0.2668893],"genre_scores_gemma":[0.9976355,0.00002308591,0.0008352108,0.000350832,0.0001069495,5.305268e-7,0.00003130124,0.000005012061,0.001011518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6922829,"threshold_uncertainty_score":0.9997678,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01346626252862265,"gpt":0.1931474235342097,"spread":0.1796811610055871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003816325,0.00032182,0.0004213013,0.0006372915,0.0003019866,0.00004206356,0.0008432486,0.0002584015,0.007627801],"category_scores_gemma":[0.000002813537,0.0003741836,0.0002261734,0.0002478193,0.002836193,0.0001666402,0.0003235104,0.0003861595,0.009887383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115991,"about_ca_system_score_gemma":0.0004102949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004291721,"about_ca_topic_score_gemma":0.0001308796,"domain_scores_codex":[0.9975945,0.000003020879,0.0002248822,0.000961444,0.0009193161,0.0002968517],"domain_scores_gemma":[0.9990162,0.00002110875,0.0003520706,0.0003873724,0.00009017309,0.0001330273],"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":[0.00004056529,0.00001274968,0.000001067439,0.00003422637,0.00008652182,0.00008947359,0.0002381656,0.0001180784,0.0005176893,0.8526413,0.1457637,0.0004564858],"study_design_scores_gemma":[0.0001734271,0.00007094081,0.00001032705,0.00004789355,0.000242133,0.00004157774,0.001102234,0.00005228936,0.0001231042,0.03982851,0.9578447,0.0004628345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004693745,0.0001283624,0.00001480184,0.0002391515,0.0005039391,0.000238679,0.0002960356,0.000231337,0.9978783],"genre_scores_gemma":[0.0336122,0.00003736399,0.001098834,0.00001437033,0.0006286399,1.171835e-7,0.00009562066,0.0000632474,0.9644496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8128128,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771368668474603,"gpt":0.2002315181247872,"spread":0.1825178314400411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002335299,0.0002319068,0.0003382654,0.00004348308,0.0003626765,0.00005100733,0.0006402005,0.0004404064,0.001140256],"category_scores_gemma":[0.000004600835,0.000117136,0.0002279778,0.0002663541,0.000538951,0.00009543502,0.0002402018,0.0004524722,0.00006043179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004963891,"about_ca_system_score_gemma":0.0002124922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001890776,"about_ca_topic_score_gemma":0.0005154972,"domain_scores_codex":[0.9982491,0.000006042233,0.0002124971,0.0006937174,0.0005448139,0.0002937872],"domain_scores_gemma":[0.9994137,0.00005420904,0.0002753221,0.00009123214,0.0000517035,0.000113836],"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":[0.000273612,0.0002982422,0.0009273929,0.0003717556,0.0003034047,0.01311808,0.004976399,0.00006753547,0.08138466,0.1338276,0.6969426,0.06750871],"study_design_scores_gemma":[0.0001285831,0.0002072461,0.0008410099,0.0001980067,0.0001042408,0.0003281776,0.003805089,0.00004102563,0.0013519,0.007111519,0.9851698,0.000713361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2077366,0.0002235057,7.548373e-7,0.0001072859,0.0002846851,0.0001412662,0.0001653249,0.00006984894,0.7912708],"genre_scores_gemma":[0.6393032,0.00005551206,0.0003860441,0.00008286029,0.0004939466,6.211064e-7,0.0003125622,0.000002481773,0.3593628],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.431908,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; Psychological intervention; Work (physics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04339063213809504,"gpt":0.2445571291055244,"spread":0.2011664969674293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004240342,0.0001654307,0.0002810814,0.0004066742,0.001563483,0.00002290124,0.0006630209,0.0001145149,0.006789264],"category_scores_gemma":[0.000007542797,0.0001808209,0.0002565146,0.00003638029,0.005476302,0.0001136611,0.0003288309,0.000540985,0.0006323672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007194846,"about_ca_system_score_gemma":0.0002000891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002505365,"about_ca_topic_score_gemma":0.008210143,"domain_scores_codex":[0.9990177,0.00001323145,0.0002094844,0.0002749419,0.0002789207,0.0002056919],"domain_scores_gemma":[0.9993048,0.00006413119,0.0001618045,0.00023502,0.0001117061,0.0001225725],"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":[0.00001931591,0.00002625706,4.971902e-7,0.00005002197,0.00003635095,0.0000338913,0.02609212,0.000009352088,0.000006546072,0.9244396,0.04901433,0.0002717306],"study_design_scores_gemma":[0.0001224626,0.0001919456,0.00001519582,0.0002675609,0.0001333174,0.000004769091,0.01294487,0.000008057693,0.000003597548,0.06857906,0.9174984,0.0002307341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001281932,0.0001920932,0.0001352315,0.0004022094,0.0007551497,0.0002204836,0.0007317813,0.00007307968,0.996208],"genre_scores_gemma":[0.2992527,0.00001781008,0.00009081169,0.00008783663,0.0001635274,4.723904e-7,0.00006804735,0.000008331269,0.7003104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8684841,"threshold_uncertainty_score":0.9997364,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Focus (optics); Work (physics); Product (mathematics); Key (lock); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03552335398296597,"gpt":0.3390285064645632,"spread":0.3035051524815972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196593,0.00009508157,0.0001588613,0.0001285508,0.001215595,0.0001699122,0.0004886437,0.000169952,0.0004145597],"category_scores_gemma":[0.00006286081,0.0001058375,0.0001419827,0.0005000366,0.001387679,0.000483818,0.00005670861,0.0001749294,0.00001497261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005852669,"about_ca_system_score_gemma":0.001166687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936656,"about_ca_topic_score_gemma":0.00179338,"domain_scores_codex":[0.9986888,0.0000275989,0.0001125078,0.0003130937,0.0005069796,0.0003510491],"domain_scores_gemma":[0.9993526,0.0002108444,0.00007235027,0.00008956941,0.0001104276,0.0001641808],"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":[0.00003561083,0.00003335466,0.00002592968,0.0000233765,0.00003030826,0.00001822616,0.02822806,0.00001038059,0.0001936842,0.9168584,0.04945249,0.005090162],"study_design_scores_gemma":[0.0004112205,0.0001809702,0.00009407489,0.00006362944,0.00006010577,0.000001494272,0.1602589,0.0003419806,0.0001582059,0.2855794,0.5525111,0.0003388445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04406761,0.0001131978,0.000691948,0.04275458,0.000672231,0.0004494689,0.00004930966,0.0001604374,0.9110412],"genre_scores_gemma":[0.9960892,0.0001752195,0.001116402,0.0006427232,0.0001215817,4.300209e-7,0.000004781321,0.000006212839,0.001843448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9520216,"threshold_uncertainty_score":0.9349498,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Meaning (existential); Relation (database); Feature (linguistics); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02137088547580972,"gpt":0.3075177663265594,"spread":0.2861468808507497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003658154,0.0002972524,0.0005381795,0.0003297151,0.001142183,0.0002980495,0.001465051,0.0005085645,0.0009298294],"category_scores_gemma":[0.0001672199,0.000340626,0.0003264255,0.001487648,0.004178584,0.0009565123,0.0003830295,0.0006769456,0.00003050205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391672,"about_ca_system_score_gemma":0.004137749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02903964,"about_ca_topic_score_gemma":0.006022991,"domain_scores_codex":[0.9964613,0.0001906084,0.0003912744,0.0006857452,0.00130155,0.0009695591],"domain_scores_gemma":[0.9983177,0.000438348,0.0003404015,0.0002491408,0.0001871606,0.0004672424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002255236,0.000541329,0.01827108,0.0006765182,0.0006940938,0.0003684705,0.5390169,0.001678419,0.01685656,0.3610164,0.04948723,0.01116744],"study_design_scores_gemma":[0.002112208,0.001284953,0.0520975,0.001525968,0.00110301,0.00002168244,0.7861125,0.006227771,0.005860437,0.06299935,0.07794802,0.002706563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8347484,0.0003040633,0.0002595159,0.00514655,0.0003988232,0.0003278037,0.0002126191,0.00008568662,0.1585165],"genre_scores_gemma":[0.9959202,0.0004317089,0.001013462,0.0003456535,0.00022967,3.512063e-7,0.00001026409,0.00001849581,0.002030147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2980171,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227149412074203,"gpt":0.2255538026825559,"spread":0.2132823085618139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006870639,0.0005091774,0.0008185544,0.0006451093,0.0008901413,0.0001020278,0.002046186,0.0002686951,0.268375],"category_scores_gemma":[0.000006309576,0.000583621,0.0004291544,0.0007856246,0.002334548,0.00006611471,0.001223874,0.0005993564,0.0006201894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004751557,"about_ca_system_score_gemma":0.003830046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686155,"about_ca_topic_score_gemma":0.0002137145,"domain_scores_codex":[0.9960379,0.00005276936,0.0004791866,0.001203503,0.001440115,0.0007865468],"domain_scores_gemma":[0.9980168,0.0001797855,0.0005999965,0.0006441137,0.0002465621,0.0003127802],"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":[0.0003133068,0.0005637713,0.000603939,0.0003704298,0.0006290872,0.00008891974,0.0009355996,0.0001209577,0.002448535,0.3234109,0.520486,0.1500286],"study_design_scores_gemma":[0.001564529,0.0003134287,0.000482011,0.0001982406,0.0003777164,9.224618e-7,0.01389688,0.000669299,0.0005193961,0.001518777,0.9796616,0.0007971357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00445366,0.00005063168,0.0004222071,0.0007292182,0.0002518346,0.001106073,0.0005580267,0.00003262273,0.9923957],"genre_scores_gemma":[0.07601333,0.00004623014,0.00166492,0.00005428082,0.0001612932,0.000002312941,0.0003228032,0.00001491356,0.9217199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4591757,"threshold_uncertainty_score":0.9996615,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Field (mathematics); Perspective (graphical); Context (archaeology); Government (linguistics); Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03947297265929863,"gpt":0.2838302205282641,"spread":0.2443572478689654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001269189,0.0000872784,0.0001093391,0.0001214694,0.0002492835,0.00002553845,0.0001642299,0.00006890732,0.001531651],"category_scores_gemma":[6.716633e-7,0.00008315979,0.00005895264,0.000449462,0.0005879298,0.0001690805,0.00001709883,0.0001098783,0.0001090436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000135962,"about_ca_system_score_gemma":0.00008296619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105593,"about_ca_topic_score_gemma":0.0005860519,"domain_scores_codex":[0.9991924,0.00001368961,0.00009312199,0.0003093022,0.0002033116,0.0001881839],"domain_scores_gemma":[0.9997656,0.00002423974,0.00004723791,0.00009600588,0.00002560327,0.00004126256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002840193,0.0004068624,0.0004735933,0.0001167145,0.0002170433,0.0009886556,0.0348442,0.0008966068,0.001266432,0.9144888,0.02635683,0.01966027],"study_design_scores_gemma":[0.007413444,0.002816442,0.04742319,0.001326272,0.001397967,0.001531163,0.7161508,0.004957216,0.002210126,0.036886,0.1750563,0.002831175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3209418,0.00004301426,0.02300607,0.0005850902,0.0002729724,0.0001684246,0.00003632799,0.0001217319,0.6548246],"genre_scores_gemma":[0.9964923,0.000005232696,0.002388948,0.00009204508,0.00004539645,5.801875e-7,0.00001827463,0.000005850527,0.000951367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8776028,"threshold_uncertainty_score":0.9993811,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02108742488149569,"gpt":0.1982170916706302,"spread":0.1771296667891346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033749,0.0003555802,0.0005017585,0.00001720423,0.00104604,0.00009594076,0.001088881,0.0003531793,0.005959526],"category_scores_gemma":[0.000004173317,0.0002057254,0.0003792765,0.0003366546,0.002355153,0.00007392087,0.0005405079,0.0003587501,0.0008928354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005757444,"about_ca_system_score_gemma":0.00005145803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009319949,"about_ca_topic_score_gemma":0.001142108,"domain_scores_codex":[0.997724,0.000007429589,0.0003166915,0.0008909753,0.000538607,0.0005223124],"domain_scores_gemma":[0.9990991,0.0001455062,0.0002980691,0.0001335455,0.00006825736,0.0002555635],"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":[0.00003795998,0.00008701532,0.000113094,0.00004455135,0.0001315751,0.00006202388,0.0002002818,0.00003810648,0.004151414,0.9665623,0.004672567,0.02389909],"study_design_scores_gemma":[0.000208354,0.0004148661,0.003132432,0.0001909694,0.0003742481,0.00002952469,0.008102071,0.000267723,0.0001404799,0.0343422,0.9518968,0.0009002519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04830799,0.0003887199,0.000017236,0.002450832,0.0001629747,0.0003795316,0.0004595637,0.00008527694,0.9477479],"genre_scores_gemma":[0.9165059,0.0009919886,0.0004828808,0.0001433002,0.0002927293,8.736521e-7,0.00004618891,0.000004545916,0.08153159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9472243,"threshold_uncertainty_score":0.9998851,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Training (meteorology); Qualitative research; Work (physics); Data collection; Inclusion (mineral)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01855939215019755,"gpt":0.2015868948228223,"spread":0.1830275026726248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001547837,0.000108519,0.0001892526,0.0001921428,0.0004600791,0.0001447168,0.0003128917,0.00003003803,0.001727726],"category_scores_gemma":[0.000001870248,0.00009477967,0.00005337191,0.0002774824,0.0008636258,0.001500867,0.00007991397,0.00006771015,0.000003455981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001724322,"about_ca_system_score_gemma":0.0002434643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006165627,"about_ca_topic_score_gemma":0.0002708159,"domain_scores_codex":[0.9990401,0.000006970199,0.0002162704,0.0001900875,0.0003902468,0.0001563136],"domain_scores_gemma":[0.9995596,0.00005442451,0.0001808727,0.00009658997,0.00005885068,0.00004966781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004229079,0.00001747061,0.00001033074,0.00004278164,0.00003877165,0.000003166454,0.8572294,0.0003987313,0.0004405833,0.1397125,0.0001068763,0.001957076],"study_design_scores_gemma":[0.0001616175,0.0001064702,0.00006147399,0.00005938207,0.00002154573,7.700891e-7,0.9900585,0.001577062,0.001443181,0.0008433682,0.005533891,0.0001327382],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7916499,0.00003493709,0.0001286814,0.00009125444,0.0001750828,0.00009400377,0.00004235416,0.00003928079,0.2077445],"genre_scores_gemma":[0.9991892,0.000006955325,0.0004888587,0.00002363269,0.00007045903,8.190863e-7,0.00002083264,0.000004161034,0.0001950572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2075494,"threshold_uncertainty_score":0.9991848,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Novelty; Term (time); Action (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02085410906575873,"gpt":0.226277850751743,"spread":0.2054237416859843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001835022,0.0003209157,0.0005251619,0.0008403056,0.0005986983,0.00003565792,0.003207506,0.0001871286,0.001378362],"category_scores_gemma":[0.00003317831,0.000283216,0.0001775409,0.003746961,0.0127,0.000167493,0.0005329392,0.0002704113,0.0007931628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008194242,"about_ca_system_score_gemma":0.001014535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003815607,"about_ca_topic_score_gemma":0.004614998,"domain_scores_codex":[0.996241,0.00002184036,0.0002963502,0.0009002601,0.001907479,0.0006331142],"domain_scores_gemma":[0.9979533,0.0001045518,0.001042725,0.0006386646,0.0001073983,0.0001533723],"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":[0.0004095672,0.0008443301,0.001383536,0.0004523731,0.0005565527,0.0002459731,0.009660796,0.006147017,0.0862662,0.1577317,0.7303298,0.005972131],"study_design_scores_gemma":[0.009586614,0.00128648,0.02331418,0.003080158,0.002217224,0.0002140871,0.2023246,0.0137454,0.04685496,0.004195264,0.684436,0.008745011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01427841,0.00004214825,0.00009603665,0.00004376911,0.0003039247,0.0004953198,0.0004714473,0.0003323063,0.9839366],"genre_scores_gemma":[0.8929689,0.00005109602,0.003531831,0.00001766058,0.0001225854,6.308509e-7,0.00001526668,0.0004570067,0.102835],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8811016,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Work (physics); Term (time); Yield (engineering); Context (archaeology); Investment (military)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00995117528883833,"gpt":0.2038265298354892,"spread":0.1938753545466509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007316028,0.0007634961,0.0009458757,0.001061797,0.0008536361,0.0000850211,0.001710659,0.0007482363,0.001767287],"category_scores_gemma":[0.00002494502,0.001000243,0.00047209,0.001763111,0.002187838,0.0004470696,0.0001993435,0.000863918,0.0000994963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456449,"about_ca_system_score_gemma":0.002799272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002978304,"about_ca_topic_score_gemma":0.0009564436,"domain_scores_codex":[0.995765,0.00003619375,0.000911384,0.001289116,0.001140158,0.0008581584],"domain_scores_gemma":[0.9979613,0.0002246054,0.0005137658,0.0006517851,0.0003215732,0.0003269247],"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":[0.0007124492,0.00192911,0.004720093,0.00351229,0.00326,0.000698821,0.02358139,0.06763835,0.003410968,0.7652832,0.0676925,0.05756087],"study_design_scores_gemma":[0.005558922,0.0006930459,0.0250699,0.001326452,0.002329696,0.00002710165,0.06513115,0.006389793,0.001159601,0.005205269,0.882623,0.004486123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0275268,0.0001793713,0.002082388,0.0003378236,0.0008645919,0.002112633,0.001087337,0.0004187779,0.9653903],"genre_scores_gemma":[0.94221,0.0005504958,0.006291548,0.0001013854,0.0001223286,0.000008922437,0.001299021,0.00005395891,0.04936239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9160279,"threshold_uncertainty_score":0.9992448,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08485137888522479,"gpt":0.3564978654143672,"spread":0.2716464865291425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003370765,0.0001271066,0.0001842429,0.000702131,0.001960483,0.0003239391,0.001520706,0.0001306336,0.002131824],"category_scores_gemma":[0.00005157111,0.0001338753,0.0001229828,0.001567509,0.004908973,0.0004439943,0.0003394492,0.0004279587,0.0007316264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154052,"about_ca_system_score_gemma":0.0009597895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004480619,"about_ca_topic_score_gemma":0.001413626,"domain_scores_codex":[0.9956022,0.0001368812,0.0001135871,0.0006170943,0.002772805,0.0007574338],"domain_scores_gemma":[0.9988788,0.0004560375,0.00004780332,0.0002416513,0.0001260608,0.0002496386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000796169,0.0001076745,0.000400457,0.00004148003,0.0000417789,0.001270799,0.02210074,0.00009757881,0.0002947756,0.8912,0.08015205,0.004213031],"study_design_scores_gemma":[0.000443901,0.0003859955,0.002081742,0.0001701991,0.00003072203,0.000007059491,0.4961206,0.0003774267,0.00171199,0.03228501,0.4658482,0.0005370953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2639431,0.00005304641,0.00001218981,0.002887741,0.000196101,0.0002238524,0.000006392709,0.0001119804,0.7325655],"genre_scores_gemma":[0.9840671,0.0001758779,0.0003786458,0.00003182362,0.0001681845,5.253272e-7,0.000002372956,0.000008221163,0.01516718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.858915,"threshold_uncertainty_score":0.9993388,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; Resilience (materials science); Ecotourism; Vulnerability (computing); Community resilience","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02686250498063511,"gpt":0.231095371609703,"spread":0.2042328666290679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001950744,0.000284316,0.0004163549,0.0003544981,0.001773194,0.0001565721,0.001620698,0.0003252979,0.0002839886],"category_scores_gemma":[0.00001954552,0.0002966487,0.0001308371,0.0006249612,0.00789994,0.0002665484,0.0005599748,0.0007409921,0.00003462954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148401,"about_ca_system_score_gemma":0.00158328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863299,"about_ca_topic_score_gemma":0.006841171,"domain_scores_codex":[0.9975601,0.0001626628,0.0002532358,0.0006096218,0.0009862726,0.0004280673],"domain_scores_gemma":[0.9989145,0.0001882166,0.0002857253,0.0003420453,0.0000654413,0.0002041029],"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":[0.0002465515,0.0003321411,0.000175523,0.0008988662,0.0001556751,0.0002150274,0.07147442,0.000315743,0.00002263939,0.753558,0.1545887,0.01801676],"study_design_scores_gemma":[0.0006049676,0.0001973283,0.0002618851,0.0005167105,0.0002860244,0.000002558796,0.1705162,0.001241136,0.00001653378,0.0472153,0.7781179,0.001023438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005747043,0.0001253796,0.0001421696,0.0003487243,0.0002197625,0.0004863042,0.00008352011,0.000120167,0.9927269],"genre_scores_gemma":[0.5647312,0.0002382798,0.0009373574,0.0001206093,0.0001243044,0.000001019421,0.0001201179,0.00002274246,0.4337044],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7063427,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0205229820540416,"gpt":0.1949192609320541,"spread":0.1743962788780125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000439742,0.0004928252,0.0007165072,0.0001728295,0.001143384,0.0001842957,0.001283304,0.000309251,0.003706142],"category_scores_gemma":[0.000005140535,0.000293203,0.0003678864,0.001040978,0.002314547,0.0002577783,0.0009088161,0.0003126003,0.001131519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906362,"about_ca_system_score_gemma":0.0001604836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814647,"about_ca_topic_score_gemma":0.0002391377,"domain_scores_codex":[0.9968626,0.00002833656,0.0004225369,0.00113682,0.0009783234,0.0005713272],"domain_scores_gemma":[0.9988879,0.00009960058,0.0005700711,0.0001461614,0.0001158448,0.0001804163],"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":[0.0003619263,0.0005348725,0.001442586,0.001076322,0.001198532,0.0006012734,0.004382927,0.00007033854,0.01926338,0.5347216,0.4092352,0.02711102],"study_design_scores_gemma":[0.0006902157,0.0007864767,0.01020691,0.0005984046,0.0009593633,0.00001625247,0.05366907,0.0002191441,0.0004034271,0.007152414,0.9231883,0.002110019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1450445,0.0003077381,0.00001660698,0.001450786,0.0007211596,0.0006166911,0.0004031655,0.0001500646,0.8512893],"genre_scores_gemma":[0.6535506,0.000743307,0.0001747018,0.0001604492,0.0003353475,0.000001129897,0.0003616876,0.000005779381,0.344667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5275692,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01201687561615799,"gpt":0.1984939730405249,"spread":0.1864770974243669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007904576,0.0001047264,0.0001494649,0.00006970164,0.0001148797,0.000008300071,0.0004667081,0.0001141123,0.3023449],"category_scores_gemma":[0.000002373855,0.0001180173,0.00005866893,0.0003151361,0.0009886454,0.00002572398,0.0002257912,0.00006387199,0.001237399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006596042,"about_ca_system_score_gemma":0.00004141295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011173,"about_ca_topic_score_gemma":0.001769581,"domain_scores_codex":[0.9991899,0.00000525001,0.00006363535,0.0002886367,0.0002867462,0.0001657891],"domain_scores_gemma":[0.9996533,0.000007176879,0.0001360207,0.000147963,0.000002847429,0.00005263552],"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":[0.000005311773,0.00002998818,0.0003401927,0.000009585628,0.000007937811,0.000008438125,0.00005680898,0.000003998146,0.0001164084,0.01037644,0.98826,0.0007849434],"study_design_scores_gemma":[0.0001578624,0.00001452005,0.002006278,0.00001639197,0.00001877897,9.203678e-7,0.001747442,0.000005228061,0.00006145434,0.0001114852,0.995716,0.0001436327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009431945,0.00002353979,0.00005519604,0.0000501356,0.0001052328,0.0001084915,0.0003120483,0.00005462825,0.9983475],"genre_scores_gemma":[0.04654207,0.0001141588,0.0004768619,0.0001042986,0.00002584228,3.264869e-7,0.00008440221,0.00002718365,0.9526249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3011075,"threshold_uncertainty_score":0.9995403,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02852029916870735,"gpt":0.2280369853903961,"spread":0.1995166862216888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001541472,0.0002018018,0.0002789778,0.0001972849,0.0001910339,0.00005877127,0.0005677136,0.000176981,0.001616606],"category_scores_gemma":[0.000002854652,0.0001942546,0.0001939651,0.0002183155,0.0004747459,0.00009249846,0.0001938094,0.0003017166,0.0001493767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008452863,"about_ca_system_score_gemma":0.000177076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000177763,"about_ca_topic_score_gemma":0.0001251208,"domain_scores_codex":[0.9988755,0.000003248512,0.0002447592,0.0003459487,0.0002932158,0.0002373081],"domain_scores_gemma":[0.9995787,0.00004026777,0.00009284319,0.0001971153,0.00002442899,0.00006664496],"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":[0.00008412404,0.00009406655,0.000002933276,0.004383702,0.000415834,0.0003555535,0.001643952,0.0162622,0.0003396739,0.4057402,0.5237705,0.04690729],"study_design_scores_gemma":[0.0003214822,0.0001360168,0.00001658251,0.00176717,0.0003844441,0.00004041413,0.002662716,0.02116792,0.00005575536,0.009438233,0.9631043,0.0009049682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004318378,0.0005478062,0.001664254,0.00005406718,0.0002013615,0.0002575947,0.00007516916,0.0002562086,0.9965117],"genre_scores_gemma":[0.2084265,0.0002305388,0.00608954,0.00003893243,0.0002606223,0.000003456984,0.00006156429,0.00006209222,0.7848268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4393338,"threshold_uncertainty_score":0.9992961,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; Context (archaeology); Agency (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06788792190508249,"gpt":0.3201777796331737,"spread":0.2522898577280913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001425835,0.0002613965,0.0004333635,0.0001817441,0.003672305,0.0002942538,0.003772777,0.0003212798,0.003231178],"category_scores_gemma":[0.00006386274,0.0002586549,0.0002371338,0.0004808882,0.004761783,0.0005031603,0.001071936,0.0004271555,0.0002719284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355814,"about_ca_system_score_gemma":0.002482511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055003,"about_ca_topic_score_gemma":0.01754362,"domain_scores_codex":[0.9967999,0.0001970025,0.0002791357,0.0006648304,0.001516209,0.0005428938],"domain_scores_gemma":[0.9978099,0.0006333481,0.0004410322,0.0007969053,0.0001868016,0.0001320231],"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":[0.00006030596,0.00007044832,0.00002017862,0.00002426936,0.000171021,0.00006053664,0.02857008,0.000116074,0.00004040063,0.1097517,0.8565306,0.004584335],"study_design_scores_gemma":[0.0003861609,0.00002285995,0.0001534574,0.0002840293,0.0001915109,8.404318e-7,0.05189138,0.00007872855,0.00002734245,0.01652748,0.9300026,0.0004336086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001632654,0.0003145969,0.00028403,0.004644215,0.0002724181,0.0005916019,0.0001765819,0.00007014904,0.9920138],"genre_scores_gemma":[0.1487527,0.000917505,0.008807219,0.0002396936,0.0003376061,0.000001628041,0.0002600172,0.0000232059,0.8406605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1513533,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; Government (linguistics); Perspective (graphical); Field (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02012468018114581,"gpt":0.2870841996494534,"spread":0.2669595194683075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008716625,0.00007472129,0.0001668406,0.0001131525,0.0002503501,0.0000245561,0.0006871318,0.0000497072,0.0001224029],"category_scores_gemma":[0.0001295015,0.00005890077,0.00005165774,0.0004938516,0.0004416378,0.0001541381,0.000265293,0.0001098504,0.00001434725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003042301,"about_ca_system_score_gemma":0.0003941919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001928338,"about_ca_topic_score_gemma":0.0004383516,"domain_scores_codex":[0.9989683,0.00002522657,0.0002010095,0.0001513844,0.0004562849,0.0001977885],"domain_scores_gemma":[0.999059,0.000431812,0.0001089239,0.0002198101,0.000114057,0.00006641362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001078584,0.00007679631,0.00009444909,0.0001347021,0.00002290903,0.000001710762,0.00484754,0.0001147199,0.00006073528,0.9528791,0.03649941,0.005160099],"study_design_scores_gemma":[0.0008154518,0.0002420889,0.003350745,0.0001030842,0.00005650869,0.000002261196,0.01375207,0.003433989,0.001496759,0.9306198,0.04589206,0.0002351201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3002907,0.00001388659,0.03632241,0.009378294,0.00005623975,0.001424895,0.0002621707,0.00004752172,0.6522039],"genre_scores_gemma":[0.970077,0.000004607677,0.02849529,0.0001259225,0.000004324536,0.000001093169,0.000002167601,0.000001551672,0.001288015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6697863,"threshold_uncertainty_score":0.2401904,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Risk perception; Perception; Affect (linguistics); Perspective (graphical); Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01431999939934818,"gpt":0.2511270562525917,"spread":0.2368070568532435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005002582,0.0000744655,0.0001756962,0.0002412693,0.0002563671,0.000004732507,0.000345813,0.00003207612,0.005247515],"category_scores_gemma":[0.00001641417,0.00005998249,0.0001276074,0.0009839935,0.0006222406,0.00001644678,0.00007582185,0.0001169332,0.000004418009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006152563,"about_ca_system_score_gemma":0.0001688615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246586,"about_ca_topic_score_gemma":0.0002684485,"domain_scores_codex":[0.9989708,0.00005434977,0.0001677144,0.0001762101,0.0005037168,0.0001272185],"domain_scores_gemma":[0.9991975,0.0002078355,0.0002913282,0.0001743313,0.0000665899,0.00006242908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00181858,0.001362865,0.3867116,0.0006815454,0.0005841414,0.0000152403,0.03088327,0.009194322,0.1782157,0.09959977,0.06056361,0.2303694],"study_design_scores_gemma":[0.001359247,0.000691049,0.707229,0.00003286672,0.0001201123,3.992006e-7,0.2840883,0.001566461,0.003271594,0.0002623338,0.001248031,0.0001306744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578032,0.00000183144,0.0003542931,0.0004344163,0.00004438911,0.0003061624,0.000232726,0.000008262558,0.04081466],"genre_scores_gemma":[0.9995981,0.0000130284,0.00006269084,0.000002133929,0.00002067924,0.000001057778,0.00001948065,0.000001958528,0.0002808391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3205174,"threshold_uncertainty_score":0.9956618,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Surface (topology); Agency (philosophy); Work (physics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01831031153191009,"gpt":0.226560289587968,"spread":0.2082499780560579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009741568,0.0001854849,0.0002430737,0.0000892902,0.0008797255,0.00003826335,0.001001014,0.00008310874,0.000479618],"category_scores_gemma":[0.00003380975,0.0001619237,0.0001084393,0.0008293458,0.0006540814,0.0002071332,0.0008776477,0.0001531577,0.000132602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128003,"about_ca_system_score_gemma":0.0001468157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003674439,"about_ca_topic_score_gemma":0.00826972,"domain_scores_codex":[0.9976884,0.00004857736,0.0002858132,0.0006135842,0.000942421,0.0004212454],"domain_scores_gemma":[0.9991714,0.0001043655,0.0001420785,0.0003575548,0.00003350518,0.0001910491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003226498,0.0003321317,0.04132901,0.00002621348,0.0001170966,0.0001001558,0.004945498,0.808115,0.07203362,0.01475823,0.05041143,0.007508949],"study_design_scores_gemma":[0.002202853,0.0003463645,0.8781782,0.0001725057,0.0001828019,0.00002164455,0.009933007,0.006774429,0.07878988,0.001032909,0.02124319,0.00112217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462144,0.00006322608,0.000287721,0.001033603,0.0001375256,0.0003895931,0.00002119119,0.0000354207,0.05181731],"genre_scores_gemma":[0.9896817,0.00001211869,0.006804307,0.000385129,0.00001546493,7.314204e-7,0.000002392584,0.000005503765,0.003092682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8368492,"threshold_uncertainty_score":0.6766226,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01341614407835829,"gpt":0.1929894956410681,"spread":0.1795733515627098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003828535,0.0002940666,0.0003795346,0.0006062355,0.0002618786,0.00003760205,0.0006934729,0.0002544998,0.005165419],"category_scores_gemma":[0.00000243761,0.0003445854,0.0001992676,0.000222902,0.002310904,0.0001677048,0.000266985,0.0003514814,0.007653128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185073,"about_ca_system_score_gemma":0.0003315079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004417184,"about_ca_topic_score_gemma":0.0001459142,"domain_scores_codex":[0.9977721,0.000002981356,0.0002062127,0.0008931087,0.0008573653,0.000268254],"domain_scores_gemma":[0.9991056,0.0000171504,0.0003478847,0.0003379346,0.00007919976,0.0001122847],"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":[0.00005139962,0.00001274548,0.000001119034,0.00003809953,0.00007644467,0.00007595017,0.0002699009,0.000117117,0.0009724043,0.8991333,0.09854162,0.0007098975],"study_design_scores_gemma":[0.0001885499,0.00008889494,0.00001378775,0.00005633722,0.0002675363,0.00003960803,0.001171591,0.00007964486,0.000199777,0.04190114,0.9555082,0.0004848825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008095368,0.0000896996,0.00001627117,0.0001934091,0.0004865038,0.0002350014,0.000224379,0.0002147807,0.9977304],"genre_scores_gemma":[0.06011587,0.00003634455,0.0009277681,0.00001186182,0.0006446629,1.109617e-7,0.0001194067,0.00006260374,0.9380814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8572322,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Field (mathematics); Perspective (graphical); Context (archaeology); Government (linguistics); Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01734289365290274,"gpt":0.2025784488034258,"spread":0.1852355551505231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001677169,0.0001138228,0.0001135521,0.00007276195,0.0005896146,0.00005048633,0.0003755676,0.00004589831,0.001340383],"category_scores_gemma":[9.85274e-7,0.0001052711,0.00006252385,0.0006508607,0.001222168,0.0002652246,0.0001651058,0.00008424724,0.0001054839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005651591,"about_ca_system_score_gemma":0.00004023983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006971894,"about_ca_topic_score_gemma":0.001921642,"domain_scores_codex":[0.9988301,0.00001024323,0.00009543364,0.0003911181,0.0004472389,0.000225847],"domain_scores_gemma":[0.9997313,0.00002116741,0.0000526961,0.0001350602,0.000007416168,0.00005238466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009837578,0.001520072,0.4192713,0.000719302,0.0006954683,0.003407173,0.1275063,0.2342168,0.008162803,0.07901745,0.07883749,0.04566204],"study_design_scores_gemma":[0.001990681,0.0006743036,0.5144399,0.0002977031,0.0006670881,0.00008025905,0.1554376,0.02339236,0.0006679543,0.003853505,0.2968949,0.001603624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7705947,0.00001866776,0.0083876,0.0009527701,0.00006406584,0.0002013378,0.00001978866,0.00007985264,0.2196812],"genre_scores_gemma":[0.9955277,0.00001040864,0.003575122,0.0001141817,0.00001754989,2.966176e-7,0.000008030822,0.000003931114,0.0007427073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2249331,"threshold_uncertainty_score":0.9995725,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Voice; Work (physics); Focus (optics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01149987151488797,"gpt":0.2670814880476816,"spread":0.2555816165327936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001013339,0.00009242458,0.0001228724,0.00006407945,0.0003042597,0.00001149518,0.0002598514,0.00004450228,0.00004428641],"category_scores_gemma":[0.000006942992,0.00008863975,0.00004166073,0.0002121182,0.0007973881,0.0000095603,0.0001044613,0.00005144523,0.000003140147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001345393,"about_ca_system_score_gemma":0.000125784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007265634,"about_ca_topic_score_gemma":0.0004261268,"domain_scores_codex":[0.9992606,0.000009157314,0.0000902122,0.0003287954,0.0001577848,0.0001534279],"domain_scores_gemma":[0.9996567,0.00001198679,0.0001025821,0.0001291414,0.00006612604,0.00003346117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001678566,0.0003544294,0.02131014,0.00008956504,0.0005701663,0.00007572315,0.02264748,0.001652351,0.9151738,0.007129536,0.02700688,0.002311307],"study_design_scores_gemma":[0.00179837,0.0008038078,0.03896022,0.0001226833,0.0001086359,0.00001559198,0.621312,0.0001882728,0.2733979,0.00008224716,0.06243901,0.0007712406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883579,0.00005214114,0.000846948,0.00007832274,0.00006141621,0.00007686847,0.000002161007,0.00001243847,0.1105118],"genre_scores_gemma":[0.9975713,0.00001545646,0.001147194,0.00009174189,0.00001553089,0.000001033495,0.000003503739,0.000002405648,0.001151756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.641776,"threshold_uncertainty_score":0.3614624,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Football; Narrative; Ridiculous","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01704277272555439,"gpt":0.2377554756705272,"spread":0.2207127029449728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001689104,0.0002373181,0.0003449821,0.0005550061,0.0005508668,0.00006468628,0.001835617,0.0001473986,0.0002615599],"category_scores_gemma":[0.00002323195,0.0002112021,0.0001515377,0.001631168,0.007127927,0.0001178348,0.000213229,0.0001494263,0.0002692375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008613199,"about_ca_system_score_gemma":0.0009394662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006585374,"about_ca_topic_score_gemma":0.001166324,"domain_scores_codex":[0.9974167,0.000009613726,0.0002642827,0.0007497651,0.001103757,0.0004558211],"domain_scores_gemma":[0.9985171,0.00008617173,0.000756654,0.0003960285,0.0001392514,0.0001048196],"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":[0.0002837848,0.0002110061,0.00005566555,0.0006339013,0.0002240474,0.00001393177,0.002409297,0.001025077,0.04422254,0.2296372,0.7171732,0.00411031],"study_design_scores_gemma":[0.001941595,0.000412975,0.0003452303,0.0008988698,0.0008252578,0.00002599632,0.04151453,0.01483538,0.01376643,0.006699199,0.9170507,0.001683807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003599507,0.0004467894,0.0006378446,0.00006206804,0.0004193325,0.0009837332,0.0006260883,0.0001400243,0.9930846],"genre_scores_gemma":[0.7741102,0.0001549503,0.009332257,0.00001113353,0.0001860685,0.000003029685,0.0000597834,0.0003361484,0.2158064],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7772782,"threshold_uncertainty_score":0.9955741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; German; Quality (philosophy); Empirical research; Quality of life (healthcare); Perceived quality; Tourism geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0757401372326965,"gpt":0.2463598505106458,"spread":0.1706197132779493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735955,0.0000607811,0.0001689315,0.00002936251,0.0003858785,0.00001415388,0.0002922297,0.00003323476,0.00004556432],"category_scores_gemma":[0.0001052212,0.00002670694,0.00004676728,0.0003692639,0.0001774274,0.0001319091,0.00009881621,0.0001282714,6.160351e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007056811,"about_ca_system_score_gemma":0.00002800809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004571696,"about_ca_topic_score_gemma":0.001885096,"domain_scores_codex":[0.9993376,0.00005051705,0.0002053606,0.0001473684,0.0001557788,0.00010334],"domain_scores_gemma":[0.9977923,0.001915371,0.0001723499,0.00005260267,0.00004196521,0.00002538803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007603109,0.00002431078,0.9560537,0.00001545758,0.00001356753,6.128886e-7,0.004075153,0.0001224853,0.0185989,0.01717384,0.0001221852,0.003723775],"study_design_scores_gemma":[0.00003985981,0.00001926786,0.9608945,0.00003470168,0.000008499024,3.787067e-7,0.03543843,0.0001837076,0.0003820507,0.002881767,0.00006852757,0.00004827628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907752,0.00003970687,0.00001280922,0.0003875348,0.00004049933,0.0001157048,0.0000857276,0.00000656903,0.00853624],"genre_scores_gemma":[0.9997928,0.00003984522,0.00005675546,0.00002456214,0.00002458597,4.763801e-7,0.00001195644,2.04068e-7,0.0000488573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03136327,"threshold_uncertainty_score":0.6911067,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Tourism; Rural tourism; Hospitality; Government (linguistics); Work (physics); Tourism geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007291977184501269,"gpt":0.1782468734981433,"spread":0.170954896313642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002504977,0.00005682662,0.0001056732,0.0000157919,0.0001219046,0.00001409244,0.0002827343,0.00004875498,0.000133088],"category_scores_gemma":[0.000003631191,0.00002346463,0.00005890428,0.0003816586,0.0004627858,0.00009327383,0.00007458527,0.00006701773,0.000003766057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001055728,"about_ca_system_score_gemma":0.00002008325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639305,"about_ca_topic_score_gemma":0.001150246,"domain_scores_codex":[0.9994556,0.00001412278,0.00009828173,0.0001629396,0.0001332214,0.0001358569],"domain_scores_gemma":[0.9998205,0.00006260424,0.00004794211,0.00003227449,0.00001167371,0.00002502679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002287603,0.0001932692,0.05198542,0.00004830837,0.00005542117,0.00005179122,0.003126403,0.0001931635,0.5964109,0.1182572,0.001525906,0.2279234],"study_design_scores_gemma":[0.0003509103,0.000738331,0.7715483,0.0001166759,0.00003457231,0.00002549101,0.1610377,0.003173984,0.01959277,0.01765839,0.02523576,0.0004870511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654813,0.0001458944,0.000001738086,0.0003338581,0.0001152299,0.00007434557,0.00001776019,0.00001825085,0.03381163],"genre_scores_gemma":[0.999811,0.00002530238,0.00002663586,0.00001098901,0.0000489705,1.725331e-7,0.000005249358,2.125552e-7,0.00007149411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7195629,"threshold_uncertainty_score":0.2478149,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Style (visual arts); User interface; Interface (matter); Interface design","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01597232902537723,"gpt":0.2072753484914613,"spread":0.191303019466084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007486866,0.000251104,0.0004126877,0.0004632309,0.0002646301,0.000198755,0.002480532,0.0001669423,0.0001041146],"category_scores_gemma":[0.000005375691,0.0002623001,0.0001134335,0.0005324178,0.001034872,0.0004671704,0.001181999,0.0002186711,0.0001494547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006495306,"about_ca_system_score_gemma":0.001198707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000784951,"about_ca_topic_score_gemma":0.00006138411,"domain_scores_codex":[0.9977077,0.00002042867,0.0002317276,0.0009903475,0.0007598305,0.0002899209],"domain_scores_gemma":[0.9988288,0.0001010518,0.000278023,0.0005820792,0.00005946384,0.000150554],"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":[0.00001260681,0.00003110646,0.00000515733,0.00009218897,0.0001758719,0.0003713031,0.001221329,0.0003865921,0.0001056584,0.4133873,0.5676512,0.01655972],"study_design_scores_gemma":[0.0006265352,0.0003642583,0.00006902006,0.0002659694,0.0005192627,0.00009951192,0.0013138,0.04991943,0.0002122635,0.05222098,0.8928799,0.001509073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006685534,0.0002541674,0.1508176,0.0001445662,0.000168532,0.0002466979,0.00004490575,0.00014061,0.8481161],"genre_scores_gemma":[0.008217495,0.0001884523,0.237076,0.000162108,0.00009996923,6.389738e-7,0.00006372912,0.00002619144,0.7541655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3611664,"threshold_uncertainty_score":0.9999829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}