{"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":"2b8af68de58b","filters":{"venue":"Scientific Contributions Oil and Gas"}},"results":[{"id":"W4409774419","doi":"10.29017/scog.v48i1.1691","title":"The Emergence of Natural Hydrogen: Genesis and Current Perspectives","year":2025,"lang":"en","type":"article","venue":"Scientific Contributions Oil and Gas","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Current (fluid); Geology; Paleontology; Oceanography","authors":[{"name":"D. S. Ranjit Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003866798366136749,"gpt":0.2382047291098857,"spread":0.234337930743749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708504,0.00006124812,0.00007387143,0.00003886129,0.0008481332,0.00008208049,0.00009524702,0.000007920991,0.00003559916],"category_scores_gemma":[0.0000187678,0.00004110717,0.00003205108,0.0002797038,0.0005068854,0.00007394058,0.00005614047,0.00006438058,0.000002676295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000320375,"about_ca_system_score_gemma":0.00006325339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007178354,"about_ca_topic_score_gemma":0.00002497496,"domain_scores_codex":[0.9994198,0.00002774985,0.0001100249,0.0001963657,0.00008901177,0.0001570145],"domain_scores_gemma":[0.9995903,0.00007586138,0.00003840786,0.0001355849,0.0001196493,0.00004023501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001731198,0.0000736798,0.05162654,0.00001457702,0.00006355471,2.935489e-7,0.0009990975,0.00002352408,0.007333233,0.1317785,0.004868784,0.8032008],"study_design_scores_gemma":[0.002346927,0.00011289,0.3660203,0.0002710073,0.0003674857,0.000008685013,0.03390584,0.03226834,0.02105932,0.05341242,0.489238,0.0009887986],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751484,0.02054885,0.0005494897,0.00138567,0.0007305324,0.0000404222,0.0002521738,0.000007362993,0.001337056],"genre_scores_gemma":[0.997305,0.0001640817,0.00002194071,0.000002251716,0.0000246285,0.000004617565,0.00002278155,6.914548e-7,0.002453944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022121,"threshold_uncertainty_score":0.6523241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413807897","doi":"10.29017/scog.v48i2.1744","title":"Determining The Role of Ion Exchange in Permeability Alteration During Asp Injection: A Laboratory-Scale Study Using Cmg Reactive Transport Modeling","year":2025,"lang":"en","type":"article","venue":"Scientific Contributions Oil and Gas","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Scale (ratio); Permeability (electromagnetism); Chemistry; Ion transporter; Ion exchange; Biophysics; Ion; Biochemistry; Membrane; Physics; Biology; Organic chemistry","authors":[{"name":"Dike Fitriansyah Putra","is_ca":false},{"name":"Mohd Zaidi Jaafar","is_ca":false},{"name":"Tengku Amran Tengku Mohd","is_ca":false},{"name":"Novia Rita","is_ca":false},{"name":"Agus Dahlia","is_ca":false},{"name":"Ichsan Al Sabah Lukman","is_ca":false},{"name":"Made Mahaguna Putra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008384325952834306,"gpt":0.2630483244375554,"spread":0.2546639984847211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009034882,0.00007594962,0.0001032173,0.00007231539,0.0003962629,0.00003634598,0.00007752336,0.00005756401,0.000003009658],"category_scores_gemma":[0.0001195495,0.00006526868,0.00003462547,0.0003306244,0.0001228097,0.0000161202,0.00003735897,0.00008028964,1.508709e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004739622,"about_ca_system_score_gemma":0.0001169996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008699101,"about_ca_topic_score_gemma":0.0007750397,"domain_scores_codex":[0.9990652,0.0001411389,0.0002414746,0.0003307214,0.00009596467,0.0001255693],"domain_scores_gemma":[0.9992706,0.00001047298,0.00005498125,0.0002834584,0.0003547169,0.00002576782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001404588,0.0005178935,0.1772141,0.00004562546,0.00002464268,3.12231e-7,0.002176989,0.000983363,0.8085322,0.00006413227,0.000001076744,0.01029918],"study_design_scores_gemma":[0.003495969,0.0002066021,0.3710182,0.0001176181,0.0001158894,0.000004374103,0.009661216,0.06741529,0.5447068,0.001360781,0.00148179,0.0004154649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979739,0.000474878,0.0009452589,0.0001018934,0.0001311502,0.0002029003,0.00008627399,0.000006490806,0.00007726681],"genre_scores_gemma":[0.9997716,0.00001256628,0.00002858176,0.000004846869,0.00002225769,0.00005327016,0.00004222886,0.000002438934,0.00006221064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638254,"threshold_uncertainty_score":0.3047774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}