{"meta":{"query_hash":"7d4711733b44","filters":{"venue":"International Journal of Research and Innovation in Applied Science"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/7d4711733b44","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Research+and+Innovation+in+Applied+Science"},"results":[{"id":"W2967666161","doi":"10.51584/ijrias.2024.907025","title":"Pressure-Driven Functional Polymeric Membrane Technology as Athermal Separation Unit Operation in Chemical Engineering : A Review","year":2024,"lang":"en","type":"review","venue":"International Journal of Research and Innovation in Applied Science","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Separation (statistics); Membrane; Membrane technology; Materials science; Process engineering; Chemical engineering; Nanotechnology; Computer science; Engineering; Chemistry; Mathematics; Mathematics education","score_opus":0.07192382708864892,"score_gpt":0.43496928330755075,"score_spread":0.36304545621890183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967666161","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027753745,0.997997,0.00035518743,0.00009407035,0.000120453624,0.000008187745,0.000020446527,0.000007641445,0.0011194219],"genre_scores_gemma":[0.001246001,0.9974685,0.00046404765,0.00008556194,0.000089689434,0.000010577158,0.000034481745,0.0000018410168,0.000599364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997621,0.000026990057,0.00003543002,0.00006187832,0.00009159128,0.000021935628],"domain_scores_gemma":[0.9996599,0.0001474233,0.00005756538,0.000011618366,0.0001009698,0.000022621296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006696928,0.00092324044,0.0010499711,0.0028183428,0.00034899914,0.0009790545,0.0007965944,0.00094242964,0.002328963],"category_scores_gemma":[0.0005233288,0.00044912787,0.00051126984,0.0043040155,0.00039006432,0.0016766463,0.00062784296,0.0009866712,0.0014172406],"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":[0.00005857425,0.00014111435,0.00022179642,0.037319005,0.00009525781,0.00021017436,0.0000742614,0.00074576656,0.005929422,0.0049401596,0.013548457,0.93671596],"study_design_scores_gemma":[0.000012134371,0.00020844508,0.0008977599,0.0032927536,0.00017879227,0.001016834,0.000060174618,0.00028539172,0.0031068285,0.0013030049,0.9896003,0.000037643786],"about_ca_topic_score_codex":0.0011492781,"about_ca_topic_score_gemma":0.0016679897,"teacher_disagreement_score":0.0028183428,"about_ca_system_score_codex":0.00047154597,"about_ca_system_score_gemma":0.0011796547,"threshold_uncertainty_score":0.0077911615},"labels":[],"label_agreement":null},{"id":"W4400121779","doi":"10.51584/ijrias.2024.906003","title":"Assessment of Heavy Metals Contamination in Surface Soil of Ishiagu, Southeastern Nigeria.","year":2024,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aqua regia; Contamination; Environmental chemistry; Soil test; Environmental science; Heavy metals; Pollution; Soil contamination; Soil water; Human health; Metal; Chemistry; Metallurgy; Soil science; Materials science; Ecology; Biology","score_opus":0.0503290213356888,"score_gpt":0.386816501578988,"score_spread":0.3364874802432992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400121779","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":[0.99822384,0.00042716626,0.00018196617,0.0000177565,0.0000052345295,0.000015526444,0.00009781473,0.0000033324927,0.0010274278],"genre_scores_gemma":[0.9976745,0.0006356551,0.0008222113,0.00001861218,0.0000028946488,0.000016206823,0.00014377173,0.0000017462702,0.00068444695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989986,0.00001227283,0.000017457836,0.00002265633,0.000029174347,0.00001860136],"domain_scores_gemma":[0.99987245,0.000017576367,0.00004541388,0.0000044671337,0.000045331148,0.000014828645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017537613,0.0004178207,0.00025039533,0.0009275644,0.0006845122,0.00055968424,0.0001348438,0.0003345866,0.00030192552],"category_scores_gemma":[0.00016562088,0.00026574667,0.000107805965,0.00067568186,0.0003274288,0.00027953536,0.00036978946,0.00014945584,0.0000928655],"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":[0.00019567896,0.00010286815,0.8946177,0.000400663,0.000031522188,0.0016783553,0.0028249184,0.00025506094,0.07249308,0.00011367718,0.0001009145,0.027185595],"study_design_scores_gemma":[0.000006507033,0.00021980042,0.9838001,0.00010543968,0.000039674804,0.001008241,0.0069979155,0.0003793896,0.005516155,0.000118008815,0.0018004574,0.000008262439],"about_ca_topic_score_codex":0.011028696,"about_ca_topic_score_gemma":0.038509,"teacher_disagreement_score":0.011028696,"about_ca_system_score_codex":0.00028173978,"about_ca_system_score_gemma":0.00040603743,"threshold_uncertainty_score":0.021929026},"labels":[],"label_agreement":null},{"id":"W4411663569","doi":"10.51584/ijrias.2025.1005000130","title":"Global Health and Well-being: Analysing Best Practices in Health System Management","year":2025,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health management system; Business; Environmental planning; Environmental science; Medicine; Alternative medicine","score_opus":0.3685833075745904,"score_gpt":0.5708750287463096,"score_spread":0.20229172117171917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411663569","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67650115,0.037219215,0.09171419,0.066948704,0.00046602223,0.0019928245,0.0015057927,0.00015367217,0.12349838],"genre_scores_gemma":[0.95321774,0.007897501,0.035976477,0.0012220177,0.000061892504,0.00061647414,0.0003663914,0.000059613467,0.0005819494],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9059549,0.07784903,0.0033316964,0.0029227778,0.0073796925,0.0025618288],"domain_scores_gemma":[0.8566586,0.120119415,0.007599278,0.007928533,0.006370986,0.0013232228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07250201,0.0009686148,0.0010989839,0.01459009,0.0041771713,0.015865212,0.0021967418,0.0021646433,0.0012677236],"category_scores_gemma":[0.089903645,0.0005324721,0.0007714098,0.03156592,0.018786343,0.01749893,0.0072746594,0.0030979307,0.00013483825],"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":[0.000034615234,0.00022650353,0.0563771,0.0031844985,0.00028439317,0.00047855,0.47177267,0.0037392818,0.00036194094,0.2895121,0.004271754,0.16975653],"study_design_scores_gemma":[0.000019485691,0.00027077016,0.042427916,0.0077514905,0.00012208396,0.00018674118,0.72859025,0.0031722195,0.0006595606,0.16795303,0.048761655,0.00008479477],"about_ca_topic_score_codex":0.0101721585,"about_ca_topic_score_gemma":0.012383096,"teacher_disagreement_score":0.07250201,"about_ca_system_score_codex":0.016408896,"about_ca_system_score_gemma":0.02273768,"threshold_uncertainty_score":0.38343185},"labels":[],"label_agreement":null},{"id":"W4414215512","doi":"10.51584/ijrias.2025.100800082","title":"Dialectics of Postmodern Rudiments in George Bowering’s Caprice","year":2025,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Postmodernism; Narrative; Deconstruction (building); Mythology; Dialectic","score_opus":0.055906037551512335,"score_gpt":0.38357478338340195,"score_spread":0.3276687458318896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414215512","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":[0.14830293,0.0107660135,0.012084952,0.11677136,0.0016891569,0.00012216739,0.00011295976,0.0002180199,0.7099325],"genre_scores_gemma":[0.9436619,0.001326598,0.0028210136,0.006806629,0.00015955752,0.000048715272,0.000018455212,0.00012736293,0.045029804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938835,0.0030171492,0.000082302366,0.000504532,0.0014748417,0.0010377173],"domain_scores_gemma":[0.9941953,0.0034944494,0.00024474662,0.00031833514,0.0012660577,0.00048117235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008114888,0.00058138336,0.00033099705,0.0022547846,0.026200257,0.011547156,0.0014721173,0.0032433032,0.0019651495],"category_scores_gemma":[0.009685219,0.00044966422,0.0002219814,0.0022974855,0.06685998,0.0042874366,0.004546412,0.0059302035,0.00030388235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013505698,0.000008882816,0.00023961921,0.000024857723,0.0000024268966,0.00020969156,0.261891,0.00009423099,0.00016488462,0.72074485,0.012085073,0.0045210323],"study_design_scores_gemma":[0.000008649863,0.000014621632,0.00084094156,0.00021894027,0.000007956431,0.00044418417,0.1298894,0.00038321907,0.00062220806,0.11166184,0.75584275,0.00006532906],"about_ca_topic_score_codex":0.5819166,"about_ca_topic_score_gemma":0.6573574,"teacher_disagreement_score":0.5819166,"about_ca_system_score_codex":0.039423205,"about_ca_system_score_gemma":0.025561139,"threshold_uncertainty_score":0.8410912},"labels":[],"label_agreement":null},{"id":"W4415518076","doi":"10.51584/ijrias.2025.100900089","title":"Data-Driven Machine Learning Approaches to Cut Hospital Readmissions in USA","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Machine Learning in Healthcare","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":"Institute of Health Economics","funders":"","keywords":"Generalizability theory; Health care; Workflow; Random forest; Clinical decision support system; Telehealth; Predictive power; Patient confidentiality; Variety (cybernetics)","score_opus":0.23198906781008763,"score_gpt":0.45087684149615487,"score_spread":0.21888777368606724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415518076","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":[0.21816719,0.15125786,0.5075582,0.0627023,0.0031666271,0.001046047,0.02338809,0.003058745,0.029654928],"genre_scores_gemma":[0.83141285,0.025005944,0.11987425,0.005735082,0.0010022179,0.000836224,0.009511803,0.00030317204,0.0063185464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986092,0.0006853878,0.00014328552,0.0002466455,0.00023441557,0.00008100212],"domain_scores_gemma":[0.9955338,0.0025533268,0.00041662206,0.00016791934,0.0011886474,0.00013954139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004208644,0.00061594043,0.0008955376,0.0018029776,0.00038114635,0.0014748584,0.00098684,0.0009338639,0.0035785881],"category_scores_gemma":[0.01779296,0.0002492867,0.0017360077,0.0015199446,0.00025408977,0.0010234724,0.0008714097,0.0018058151,0.0006294625],"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":[0.0005250041,0.000465682,0.08246103,0.0034295905,0.0014247267,0.00020044681,0.00032201188,0.110579126,0.0005883149,0.019067982,0.050245285,0.7306908],"study_design_scores_gemma":[0.00041203198,0.0011160261,0.09501208,0.0050656516,0.0017385486,0.0003367874,0.0010292885,0.67723763,0.0037446897,0.12158791,0.09252935,0.00019002183],"about_ca_topic_score_codex":0.0108102,"about_ca_topic_score_gemma":0.019827483,"teacher_disagreement_score":0.0108102,"about_ca_system_score_codex":0.0016441708,"about_ca_system_score_gemma":0.002412687,"threshold_uncertainty_score":0.022257686},"labels":[],"label_agreement":null},{"id":"W4415653200","doi":"10.51584/ijrias.2025.1010000016","title":"“A Comparative Study to Find the Effects of Mulligan Sustained Natural Apophyseal Glide Versus Sub-Occipital Myofascial Release Techinique for the Treatment of Cervicogenic Headache.”","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","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":"Canadian Physiotherapy Association","funders":"","keywords":"Mulligan; Cervicogenic headache; Manual therapy; Myofascial release; Range of motion","score_opus":0.02945813136433101,"score_gpt":0.41252842584186267,"score_spread":0.38307029447753166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415653200","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":[0.99036473,0.0033708732,0.0003447635,0.00013446432,0.00036042422,0.0041596475,0.00025833142,0.000019053137,0.0009877776],"genre_scores_gemma":[0.9818916,0.0047930437,0.0027804738,0.00053881796,0.00080918794,0.005709873,0.0006529641,0.0000061959986,0.0028179267],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9992053,0.00034000358,0.0001255751,0.00011895063,0.000111682406,0.000098444114],"domain_scores_gemma":[0.999014,0.00035028107,0.00018147031,0.00008179781,0.00011563283,0.0002567737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016975107,0.00065699895,0.002401259,0.0006290723,0.0004692439,0.0003687281,0.0008857171,0.0013641827,0.007585213],"category_scores_gemma":[0.001066638,0.00036782038,0.0019217097,0.00041853025,0.0007148621,0.0007943144,0.00032503862,0.000906004,0.00050283084],"study_design_candidate":"nonrandomized_trial","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":[0.7186033,0.207195,0.0027086975,0.0043714345,0.0016750791,0.00039389145,0.00034978046,0.00025523923,0.014598049,0.00038547342,0.0005189405,0.048945107],"study_design_scores_gemma":[0.1271246,0.8605764,0.00796855,0.00008793138,0.00075019576,0.00012060957,0.0001687385,0.00015955468,0.0017149476,0.000074144154,0.0012280116,0.00002627033],"about_ca_topic_score_codex":0.00045786006,"about_ca_topic_score_gemma":0.0008968312,"teacher_disagreement_score":0.007585213,"about_ca_system_score_codex":0.00031230244,"about_ca_system_score_gemma":0.00079904514,"threshold_uncertainty_score":0.025375128},"labels":[],"label_agreement":null},{"id":"W4416541837","doi":"10.51584/ijrias.2025.10100000176","title":"Methodological Standardization in Knee Joint Ultrasound: A Comprehensive Research Procedure","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","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":"Canadian Chiropractic Association","funders":"","keywords":"Standardization; Knee Joint; Ultrasound; Joint (building); Ultrasonography; Vascularity","score_opus":0.2517798308612544,"score_gpt":0.5099702406481179,"score_spread":0.25819040978686353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416541837","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006122086,0.004822133,0.8814523,0.0053991037,0.0015425535,0.09725823,0.00058607105,0.0005136062,0.0023038401],"genre_scores_gemma":[0.019066188,0.001131459,0.8551905,0.0012497349,0.00030567448,0.12252692,0.00022833845,0.00007772337,0.00022350487],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.13017109,0.7031445,0.11153989,0.0126054995,0.040805954,0.0017331133],"domain_scores_gemma":[0.18327616,0.465084,0.06952841,0.16288137,0.11704265,0.0021874097],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.78235215,0.003285757,0.004851527,0.015274335,0.0060247746,0.008873393,0.0059331753,0.0062086987,0.0018476221],"category_scores_gemma":[0.74658287,0.0029097828,0.008830395,0.013154087,0.015092079,0.0060376045,0.013767809,0.007586922,0.0010493151],"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":[0.0018862617,0.00090121024,0.018621748,0.052880954,0.0049143983,0.00068477995,0.06375196,0.0062918128,0.009832496,0.20480065,0.019749705,0.6156841],"study_design_scores_gemma":[0.0038075985,0.008104506,0.050588697,0.15151036,0.009904911,0.0020776137,0.018724244,0.029107774,0.02894691,0.3299206,0.36515877,0.0021479884],"about_ca_topic_score_codex":0.0023083428,"about_ca_topic_score_gemma":0.003606844,"teacher_disagreement_score":0.78235215,"about_ca_system_score_codex":0.010418667,"about_ca_system_score_gemma":0.05001278,"threshold_uncertainty_score":0.26839858},"labels":[],"label_agreement":null},{"id":"W4417302394","doi":"10.51584/ijrias.2025.101100065","title":"Development and Validation of the Parent Satisfaction Scale for Child Life Services (PSS-CLS): A Pilot Study","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Infant Development and Preterm Care","field":"Medicine","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":"ASTER","funders":"","keywords":"Face validity; Scale (ratio); CLARITY; Content validity; Psychosocial; Exploratory factor analysis; Reliability (semiconductor); Life satisfaction; Sample (material)","score_opus":0.06492001942135175,"score_gpt":0.4006759143139127,"score_spread":0.33575589489256097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417302394","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":[0.9878615,0.00013561465,0.0046612895,0.00013992834,0.000033108216,0.004535155,0.0004854616,0.000028746237,0.002119079],"genre_scores_gemma":[0.95668626,0.0006165536,0.029608427,0.00018749143,0.00003894522,0.00922548,0.0020084388,0.000046194065,0.0015822345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949786,0.0025217803,0.0005839203,0.00028297625,0.0013585374,0.00027409534],"domain_scores_gemma":[0.9928504,0.0027266394,0.00052410294,0.0006288852,0.0027726449,0.00049732195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014779839,0.0004513902,0.0004975257,0.0010672783,0.00075978716,0.000829707,0.0006681714,0.00044036462,0.0017226156],"category_scores_gemma":[0.012898191,0.00041704517,0.0007225151,0.0009347662,0.0006842477,0.00065925106,0.001084417,0.0012070575,0.00059124356],"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":[0.0010133624,0.007514429,0.6954873,0.0005922865,0.00013024252,0.0011487151,0.031959157,0.00082597486,0.0139451055,0.00089527486,0.0023785683,0.24410953],"study_design_scores_gemma":[0.00030071923,0.014733228,0.9461136,0.00027157227,0.0001115113,0.0012791456,0.014671919,0.002654839,0.0059195594,0.00032736242,0.013549457,0.00006705162],"about_ca_topic_score_codex":0.0028345883,"about_ca_topic_score_gemma":0.0039915293,"teacher_disagreement_score":0.014779839,"about_ca_system_score_codex":0.000726038,"about_ca_system_score_gemma":0.0024214159,"threshold_uncertainty_score":0.07816416},"labels":[],"label_agreement":null},{"id":"W7081938588","doi":"10.51584/ijrias.2025.100800069","title":"Associated Factors of Mental Well-Being among Nurses in Private Hospitals in Leyte","year":2025,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Scale (ratio); Work time; Positive correlation; Work (physics); Mental illness","score_opus":0.019287681804431047,"score_gpt":0.3434090009399672,"score_spread":0.32412131913553616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081938588","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":[0.99968505,0.000048030994,0.000010036371,0.000057949816,0.0000031675436,0.0000026276293,0.000028063778,2.7181702e-7,0.00016467452],"genre_scores_gemma":[0.9996847,0.000069420814,0.000022435754,0.00002535691,0.0000031005113,0.000005319205,0.000036380756,2.682459e-7,0.00015299716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952376,0.00013932679,0.000048888807,0.000045492437,0.00009245528,0.00015007502],"domain_scores_gemma":[0.9989048,0.00015536438,0.00045463248,0.00003364932,0.00014520511,0.0003062989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045270167,0.000102092476,0.0001289058,0.00055242126,0.0005198992,0.00052770047,0.00022460411,0.00022512337,0.0012115475],"category_scores_gemma":[0.001324326,0.00017124793,0.00019049957,0.00048106862,0.000361036,0.00027827654,0.00092516886,0.00037454616,0.00011022917],"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":[0.00003164835,0.000053178417,0.99616796,0.000020082833,0.000009581709,0.00011772702,0.0014340151,0.000024176237,0.0001938835,0.000029942315,0.00013473227,0.0017829791],"study_design_scores_gemma":[0.0000017650146,0.00006710495,0.99206674,0.000020991503,0.0000034321981,0.00009518536,0.0073303096,0.000059190148,0.000032804954,0.000011917333,0.0003071534,0.000003446637],"about_ca_topic_score_codex":0.018000655,"about_ca_topic_score_gemma":0.046605602,"teacher_disagreement_score":0.018000655,"about_ca_system_score_codex":0.0007906137,"about_ca_system_score_gemma":0.0010704864,"threshold_uncertainty_score":0.035791755},"labels":[],"label_agreement":null},{"id":"W7117327900","doi":"10.51584/ijrias.2025.101100119","title":"Corrosion Inhibition Study Using Ofloxacin (Antibiotics) As Corrosion Inhibitor for Mild Steel in Hci Medium","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Corrosion Behavior and Inhibition","field":"Materials 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":"Department of National Defence","funders":"","keywords":"Ofloxacin; Hydrochloric acid; Corrosion; Adsorption; Corrosion inhibitor; Gravimetric analysis","score_opus":0.08557933183674467,"score_gpt":0.43670303527030085,"score_spread":0.3511237034335562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117327900","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":[0.99187213,0.0040161526,0.002581717,0.00010939588,0.00003582985,0.00005074961,0.0002593719,0.000031497326,0.0010431199],"genre_scores_gemma":[0.988781,0.0035253814,0.004935596,0.000045543355,0.000019290452,0.000035605713,0.0003744514,0.000008454825,0.0022747207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995902,0.00008774349,0.00003529437,0.000061649705,0.00015641982,0.000068689544],"domain_scores_gemma":[0.99974054,0.000041005398,0.00006780127,0.000013050585,0.000115313065,0.00002219717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028043627,0.00047069514,0.00046390804,0.0002376176,0.00021721446,0.00021444359,0.00031344904,0.00039180694,0.0003874314],"category_scores_gemma":[0.00031321158,0.00020386191,0.0005263,0.00026897862,0.00014412169,0.00019450446,0.00016694893,0.00040009565,0.00014962425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056735505,0.000022593666,0.00025178352,0.000091274705,0.000009528154,0.00002200574,0.000024324127,0.000075049524,0.9984189,0.000011356648,0.00003190724,0.0009844468],"study_design_scores_gemma":[0.0000068604195,0.0013130524,0.0057332055,0.000013445276,0.00004862602,0.00012202054,0.000057396854,0.0008332597,0.99050105,0.000008016903,0.001347647,0.000015461463],"about_ca_topic_score_codex":0.010806867,"about_ca_topic_score_gemma":0.012784024,"teacher_disagreement_score":0.010806867,"about_ca_system_score_codex":0.0003372173,"about_ca_system_score_gemma":0.00034374505,"threshold_uncertainty_score":0.021487892},"labels":[],"label_agreement":null}]}