{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"bee2198bf4b7","filters":{"venue":"The holistic approach to environment"}},"results":[{"id":"W4408718993","doi":"10.33765/thate.15.2.1","title":"Analysisof climate change performance of G7 countries based on AHP-CODAS methods","year":2025,"lang":"en","type":"article","venue":"The holistic approach to environment","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Analytic hierarchy process; Climate change; Business; Computer science; Operations research; Mathematics; Geology","authors":[{"name":"Radojko Lukić","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06286026462783621,"gpt":0.2611785978090962,"spread":0.19831833318126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005026148,0.001331174,0.0008742473,0.006428544,0.0008326038,0.002119535,0.0007449079,0.0006641665,0.001873024],"category_scores_gemma":[0.005442989,0.0002734489,0.002502181,0.005958817,0.0005528972,0.0008507781,0.001466585,0.0007064854,0.0001331092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854106,"about_ca_system_score_gemma":0.002184541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123279,"about_ca_topic_score_gemma":0.007488615,"domain_scores_codex":[0.9957904,0.001988144,0.0003294105,0.0003057656,0.001300451,0.0002858473],"domain_scores_gemma":[0.9971147,0.00165515,0.0003072981,0.00009826448,0.0007288818,0.0000957923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002125373,0.0002128079,0.01736657,0.001250851,0.0006932376,0.0004352283,0.0009265612,0.8170277,0.00234193,0.02228902,0.001754101,0.1354894],"study_design_scores_gemma":[0.00003209495,0.0001450155,0.004859698,0.0001288375,0.0001347173,0.00005809003,0.00112991,0.9792225,0.001186498,0.01000539,0.003049988,0.00004729315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3244324,0.001857431,0.6505602,0.0007071471,0.0001632933,0.001838444,0.00145247,0.0003685403,0.01862011],"genre_scores_gemma":[0.8190708,0.00083651,0.1772667,0.00004571745,0.00003556162,0.0007785257,0.0009378981,0.0000255129,0.00100279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01123279,"threshold_uncertainty_score":0.02658111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405422317","doi":"10.33765/thate.15.1.3","title":"Comparative assessment of groundwater quality in Kokrajhar, India","year":2024,"lang":"en","type":"article","venue":"The holistic approach to environment","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water resource management; Groundwater; Quality (philosophy); Quality assessment; Environmental planning; Environmental science; Geography; Engineering; Evaluation methods; Reliability engineering; Philosophy; Geotechnical engineering; Epistemology","authors":[{"name":"Yachang Omo","is_ca":false},{"name":"Swdwmsri Brahma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1116769034554676,"gpt":0.3658729429622115,"spread":0.2541960395067439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951135,0.0002147863,0.0002853712,0.001805838,0.0006062858,0.0009479789,0.0003982799,0.0003242859,0.0005226237],"category_scores_gemma":[0.0002324469,0.0001389028,0.0003300341,0.002768075,0.0005122708,0.0003016847,0.0004725856,0.000190752,0.0001344666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007001261,"about_ca_system_score_gemma":0.0006917175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01816157,"about_ca_topic_score_gemma":0.04364681,"domain_scores_codex":[0.9996549,0.00006587394,0.00003617606,0.00006577639,0.0001269376,0.00005033419],"domain_scores_gemma":[0.9997172,0.00005962402,0.00006089436,0.00002100316,0.0001165167,0.00002471921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009473957,0.0003485842,0.6825819,0.001184346,0.0003577721,0.002469362,0.008722664,0.003251223,0.204066,0.001397064,0.0007328968,0.09394087],"study_design_scores_gemma":[0.000009215421,0.0005496669,0.9802403,0.00002316017,0.0001164818,0.0009828653,0.004685489,0.0007385933,0.01021115,0.0001605215,0.002240816,0.00004180862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962599,0.0003033963,0.00055306,0.00003194339,0.000003991428,0.00002335617,0.0004393246,0.00002245218,0.002362573],"genre_scores_gemma":[0.9984237,0.0002365486,0.0005659907,0.00001777086,0.000001888093,0.00001368412,0.0003290777,0.000003002003,0.0004084023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816157,"threshold_uncertainty_score":0.03611171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}