{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"c24a1a226bd7","filters":{"venue":"OPE Journal"}},"results":[{"id":"W4232409030","doi":"10.51202/2366-8040-2021-36-008","title":"Electrochromic displays: an untapped technology you won’t want to miss","year":2021,"lang":"en","type":"article","venue":"OPE Journal","topic":"Transition Metal Oxide Nanomaterials","field":"Materials 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":"Electrochromism; Business; Electronics; Consumer demand; Commerce; Supply chain; Marketing; Advertising; Engineering; Economics; Electrical engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009888956284219782,"gpt":0.2673611330146639,"spread":0.2574721767304441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863268,0.0009379614,0.0005676061,0.0007058468,0.002133571,0.006923918,0.001197225,0.00457394,0.02696027],"category_scores_gemma":[0.002816159,0.0003283288,0.0004557682,0.0006780108,0.002745624,0.01199473,0.002836197,0.006497602,0.01783318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083786,"about_ca_system_score_gemma":0.002313559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816288,"about_ca_topic_score_gemma":0.003915229,"domain_scores_codex":[0.9987387,0.000159347,0.00003315524,0.0001377969,0.0007783344,0.0001528084],"domain_scores_gemma":[0.9978509,0.0003899591,0.00008030781,0.0001820186,0.0009507525,0.0005460478],"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":[0.00007883863,0.00005455995,0.0004080065,0.0004967979,0.00002497575,0.0002607032,0.0004831288,0.0001212458,0.007612485,0.03529857,0.7391444,0.2160163],"study_design_scores_gemma":[0.000004714928,0.00002773,0.0001214447,0.0001761926,0.000007769311,0.0003429932,0.0003103958,0.0001060533,0.001289324,0.009540468,0.9880589,0.00001405919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003086164,0.1997248,0.01866943,0.5466267,0.07369728,0.00005080084,0.0002523858,0.001805791,0.1560866],"genre_scores_gemma":[0.04626406,0.1847464,0.01802951,0.1039501,0.02406101,0.00005771863,0.0003190275,0.0009215695,0.6216506],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02696027,"threshold_uncertainty_score":0.09019101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387018875","doi":"10.51202/2366-8040-2023-44-012","title":"A new generation of paper","year":2023,"lang":"en","type":"article","venue":"OPE Journal","topic":"Mobile and Web Applications","field":"Computer 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":"Interface (matter); Computer science; World Wide Web; Telecommunications; Human–computer interaction; Engineering; Operating system","authors":[],"retraction":null,"screen_n_in":0,"score":{"opus":0.03807232572992753,"gpt":0.278359117248225,"spread":0.2402867915182975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003535157,0.001148553,0.0007540994,0.004164611,0.001590316,0.01037081,0.002723578,0.002618198,0.1472409],"category_scores_gemma":[0.006825177,0.0005099237,0.001136204,0.003858472,0.001469987,0.01306623,0.003771459,0.002367678,0.04905969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389091,"about_ca_system_score_gemma":0.001503731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258858,"about_ca_topic_score_gemma":0.001353829,"domain_scores_codex":[0.9957983,0.0003043846,0.0002018786,0.0008462447,0.002596548,0.0002526526],"domain_scores_gemma":[0.9941572,0.0007935538,0.000241367,0.001118189,0.002839832,0.0008498736],"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":[0.0002258421,0.0001220757,0.0009582136,0.0007042884,0.00004343379,0.0005088815,0.0008806522,0.0001752827,0.01382474,0.06654505,0.2253657,0.6906459],"study_design_scores_gemma":[0.00001594742,0.00006863531,0.0003492671,0.00007868446,0.00001056519,0.0004327154,0.0001344827,0.000187576,0.002323121,0.004388137,0.9919917,0.00001915339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.02010434,0.06523973,0.1049387,0.02320876,0.05593216,0.0005944166,0.002713885,0.006280452,0.7209876],"genre_scores_gemma":[0.03291364,0.02186902,0.05290844,0.006533034,0.005523883,0.0002378933,0.001661573,0.001343732,0.8770087],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1472409,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313139684","doi":"10.51202/2366-8040-2022-40-008","title":"The more cost-effective e-paper solution","year":2022,"lang":"en","type":"article","venue":"OPE Journal","topic":"Library Collection Development and Digital Resources","field":"Computer 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":"Computer science; Power (physics); Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01113742173385297,"gpt":0.226339814558584,"spread":0.2152023928247311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032854,0.0008915327,0.000574632,0.001604535,0.001198713,0.004896446,0.002416607,0.003371944,0.2439161],"category_scores_gemma":[0.002475007,0.0003405636,0.0005364564,0.001937743,0.0005548436,0.004226226,0.001629468,0.001833405,0.09702512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312505,"about_ca_system_score_gemma":0.002025775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006558608,"about_ca_topic_score_gemma":0.008486563,"domain_scores_codex":[0.9977961,0.0001212412,0.0000596068,0.0003139436,0.00154489,0.0001643342],"domain_scores_gemma":[0.9979805,0.0001553868,0.00006363982,0.0002575002,0.001281048,0.0002618625],"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":[0.000199947,0.0004293083,0.0003555898,0.0005176472,0.00002507126,0.0003226847,0.0001416599,0.0003437332,0.04244835,0.02089411,0.2475149,0.686807],"study_design_scores_gemma":[0.00006834672,0.0001228139,0.0006275451,0.0001071294,0.00001608802,0.0005257391,0.0001993033,0.0005114689,0.01489162,0.00299203,0.9799016,0.00003637352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01916444,0.01313625,0.1980886,0.01953107,0.01369424,0.0009412577,0.003049714,0.008806645,0.7235878],"genre_scores_gemma":[0.02128631,0.003302326,0.0631775,0.003729707,0.0005601717,0.0001320967,0.001530065,0.000620944,0.9056607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2439161,"threshold_uncertainty_score":0.8159808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312456561","doi":"10.51202/2366-8040-2022-41-021","title":"“Print anything on everything”","year":2022,"lang":"en","type":"article","venue":"OPE Journal","topic":"Artificial Intelligence Applications","field":"Computer 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":"Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03336783195634664,"gpt":0.2843921749167165,"spread":0.2510243429603699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908221,0.0008609921,0.0003372086,0.001141875,0.002510408,0.008539085,0.0007438482,0.002400043,0.2120527],"category_scores_gemma":[0.00682602,0.0004025583,0.0004232327,0.0008899383,0.001925104,0.008226514,0.003878741,0.003729035,0.1364931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007706265,"about_ca_system_score_gemma":0.0009244085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009351475,"about_ca_topic_score_gemma":0.003027655,"domain_scores_codex":[0.9977461,0.0003898804,0.00008540426,0.000261327,0.001214374,0.0003029025],"domain_scores_gemma":[0.9967396,0.0007383106,0.000141221,0.0004703379,0.001082217,0.0008282692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001688601,0.00001159376,0.00005469647,0.00006737977,0.000002698169,0.00005040033,0.0002168844,0.000009429747,0.0005540984,0.01282616,0.9524591,0.03373064],"study_design_scores_gemma":[0.000001632148,0.000007356504,0.0001125658,0.00003531125,0.000001225378,0.00008683441,0.0001326773,0.00001288904,0.0002681622,0.001018054,0.9983188,0.000004488817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00182104,0.005591653,0.006962237,0.05766848,0.07089559,0.0001092408,0.0004762847,0.002683329,0.8537923],"genre_scores_gemma":[0.00762246,0.002475232,0.002010327,0.02268813,0.006165429,0.00005030332,0.0002990621,0.00128069,0.9574084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2120527,"threshold_uncertainty_score":0.7093869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}