{"meta":{"query_hash":"eb2085a31211","filters":{"venue":"Journal of The Institution of Engineers (India) Series A"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/eb2085a31211","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+The+Institution+of+Engineers+%28India%29+Series+A"},"results":[{"id":"W2119086436","doi":"10.1007/s40030-014-0060-4","title":"Characterization and Adsorption Study using Cocus nucifera midribs for Fluoride Removal","year":2013,"lang":"en","type":"article","venue":"Journal of The Institution of Engineers (India) Series A","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Sorption; Adsorption; Freundlich equation; Fluoride; Enthalpy; Cocos nucifera; Standard molar entropy; Fourier transform infrared spectroscopy; Materials science; Chemical engineering; Chemistry; Nuclear chemistry; Pulp and paper industry; Thermodynamics; Inorganic chemistry; Organic chemistry; Engineering; Botany","score_opus":0.007754355767871777,"score_gpt":0.20835590206578194,"score_spread":0.20060154629791016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119086436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934952,0.000034160585,0.0047188527,0.0001983416,0.000951786,0.0005442688,0.0000054371308,0.000006673077,0.000045243705],"genre_scores_gemma":[0.9975886,0.000028230063,0.0020775765,0.000029870782,0.00015708875,0.000004169982,0.0000015507306,0.000009274436,0.000103659215],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991223,0.000039425628,0.00034779668,0.00009580183,0.0002628301,0.00013185374],"domain_scores_gemma":[0.99943066,0.000023671826,0.00031518276,0.00011735562,0.000051923045,0.0000612382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027899785,0.00011209716,0.00018944377,0.00006214759,0.00012268002,0.000036186095,0.00014111555,0.000055517823,0.00005818894],"category_scores_gemma":[0.00008289465,0.00007506594,0.0000856761,0.0001624483,0.00013362446,0.0007382636,0.00005468058,0.00011354313,0.0000031887253],"study_design_candidate":"bench_or_experimental","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":[0.00013432535,0.00011715189,0.0037435265,0.000043516495,0.000056206176,0.000007257125,0.0012325053,0.014010523,0.9776853,0.00027755022,0.00009324191,0.0025989197],"study_design_scores_gemma":[0.0055463803,0.0025586816,0.7230809,0.0005404235,0.0004666878,0.0025291888,0.0026108169,0.046726517,0.19920686,0.00040181063,0.015510083,0.00082169205],"about_ca_topic_score_codex":0.000050437513,"about_ca_topic_score_gemma":0.0000039168217,"teacher_disagreement_score":0.77847844,"about_ca_system_score_codex":0.00013222816,"about_ca_system_score_gemma":0.000025765135,"threshold_uncertainty_score":0.30611002},"labels":[],"label_agreement":null},{"id":"W4205251384","doi":"10.1007/s40030-021-00597-y","title":"Identification of Reasons for Contractor Insolvency in the Indian Construction Industry","year":2022,"lang":"en","type":"article","venue":"Journal of The Institution of Engineers (India) Series A","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lambton College","funders":"","keywords":"Insolvency; Viewpoints; Business; Going concern; Actuarial science; Identification (biology); Cash flow; Operations management; Risk management; Finance; Accounting; Audit; Economics","score_opus":0.0320250486251854,"score_gpt":0.3030921523982699,"score_spread":0.2710671037730845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205251384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929921,0.00008281239,0.0016731778,0.0018558521,0.002608103,0.0003838449,0.0000645024,0.0000039091997,0.00033569994],"genre_scores_gemma":[0.9994033,0.000029569037,0.00028928812,0.000053299547,0.000083033796,0.000017771717,0.0000017256019,0.000003524095,0.000118472904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99769706,0.000149422,0.0010607551,0.000101398764,0.00087902177,0.00011234658],"domain_scores_gemma":[0.99764585,0.00022686331,0.0015089111,0.00028942054,0.0003046016,0.000024349487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034296575,0.00008420151,0.00021855772,0.00053984596,0.00024189801,0.000049643015,0.00077871664,0.000068409194,0.000071312395],"category_scores_gemma":[0.0012736643,0.000054101376,0.00017964201,0.0012521489,0.00023426102,0.0006918228,0.00006660311,0.00044402797,5.281509e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026316526,0.0008206925,0.21685685,0.0003316805,0.0004916497,0.00002543552,0.03340531,0.18284577,0.018515563,0.44953015,0.015482447,0.07906281],"study_design_scores_gemma":[0.0059136883,0.001413784,0.5537307,0.00030917392,0.0002907149,0.0017807876,0.124885604,0.003566964,0.01906709,0.024257287,0.26412195,0.0006622396],"about_ca_topic_score_codex":0.000010608611,"about_ca_topic_score_gemma":0.00001053115,"teacher_disagreement_score":0.42527285,"about_ca_system_score_codex":0.000088637156,"about_ca_system_score_gemma":0.00026867774,"threshold_uncertainty_score":0.22061901},"labels":[],"label_agreement":null},{"id":"W4401282605","doi":"10.1007/s40030-024-00828-y","title":"Assessment of Groundwater Quality of Hubballi City, Karnataka, India by Using Canadian Council of Ministers of the Environment Water Quality Index, Weighted Arithmetic Water Quality Index and Geospatial Techniques","year":2024,"lang":"en","type":"article","venue":"Journal of The Institution of Engineers (India) Series A","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Geospatial analysis; Quality (philosophy); Water quality; Groundwater; Environmental science; Geography; Water resource management; Hydrology (agriculture); Remote sensing; Computer science; Engineering; World Wide Web","score_opus":0.030786050655449496,"score_gpt":0.274685958670744,"score_spread":0.24389990801529454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401282605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389106,0.000071462346,0.0038571155,0.0007638276,0.0004583848,0.00036685268,0.0002894012,0.000006659299,0.00029524995],"genre_scores_gemma":[0.9988207,0.00005289075,0.0009080494,0.00007270856,0.000025210913,0.000005001422,0.000009938641,0.000012893785,0.000092578164],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99544764,0.00057681615,0.0018607426,0.00023025069,0.0015635502,0.00032099333],"domain_scores_gemma":[0.9983067,0.000077636054,0.00092096097,0.00044465568,0.00010871176,0.00014132005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00414637,0.0002644879,0.0006786677,0.00014495765,0.00013177925,0.000032722768,0.00053133507,0.00020920207,0.00022699322],"category_scores_gemma":[0.000048241196,0.00015058361,0.00030246607,0.00018954708,0.0012963788,0.00047521008,0.00030506757,0.00040034077,5.901044e-7],"study_design_candidate":"bench_or_experimental","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":[0.00042345788,0.0009079781,0.38949397,0.0020950935,0.0009965686,0.00000923936,0.019315321,0.013027947,0.5692574,0.0034562333,0.00021790445,0.0007989245],"study_design_scores_gemma":[0.00083047507,0.00033536353,0.54843676,0.00040530835,0.00015798783,0.000029018232,0.001011236,0.00042987708,0.44304118,0.00070264423,0.0042699263,0.00035020296],"about_ca_topic_score_codex":0.042849287,"about_ca_topic_score_gemma":0.003026358,"teacher_disagreement_score":0.1589428,"about_ca_system_score_codex":0.0014056318,"about_ca_system_score_gemma":0.00052434026,"threshold_uncertainty_score":0.96352446},"labels":[],"label_agreement":null}]}