{"meta":{"query_hash":"f17860a5e071","filters":{"venue":"HMD Praxis der Wirtschaftsinformatik"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/f17860a5e071","api":"https://metacan.xera.ac/api/v1/cohort?venue=HMD+Praxis+der+Wirtschaftsinformatik"},"results":[{"id":"W1966484384","doi":"10.1007/bf03341152","title":"Mit dem Service Value Lifecycle zur wertorientierten Serviceorganisation","year":2008,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Humanities; Political science; Business administration; Philosophy; Business","score_opus":0.016001063612049577,"score_gpt":0.19516437740581752,"score_spread":0.17916331379376793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966484384","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":[0.048949268,0.0017508285,0.8467161,0.0041786763,0.00044306729,0.0005032343,0.00030510666,0.0026643812,0.0944893],"genre_scores_gemma":[0.6184668,0.0027098262,0.33509144,0.00054066506,0.00017086936,0.00036483796,0.0010534006,0.00051241746,0.04108972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963291,0.0011092727,0.0001749379,0.00022814941,0.0017637579,0.00039475533],"domain_scores_gemma":[0.9981772,0.00071003404,0.00010505653,0.00052186335,0.00038321878,0.000102568505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030330773,0.0005965309,0.00047448959,0.0018214813,0.0013016633,0.0066975513,0.00072505034,0.0015087625,0.009575204],"category_scores_gemma":[0.007978878,0.00047016022,0.0006735136,0.0022409363,0.0015891175,0.008855981,0.0041588736,0.0029096706,0.003005357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016319845,0.00015106206,0.00095087074,0.00030483498,0.000030164447,0.0004322564,0.0013479444,0.01297067,0.006922922,0.5401202,0.007269594,0.4293363],"study_design_scores_gemma":[0.00008252948,0.00021377057,0.00081372925,0.00047191608,0.00008104412,0.00074190233,0.0013936815,0.20065676,0.035598863,0.51863104,0.2412386,0.00007614604],"about_ca_topic_score_codex":0.0019351772,"about_ca_topic_score_gemma":0.0016118024,"teacher_disagreement_score":0.009575204,"about_ca_system_score_codex":0.0019161779,"about_ca_system_score_gemma":0.003227409,"threshold_uncertainty_score":0.03203231},"labels":[],"label_agreement":null},{"id":"W1985722890","doi":"10.1007/bf03340367","title":"Requirements Engineering und Management","year":2009,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":150,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victorian Order of Nurses","funders":"","keywords":"Humanities; Political science; Philosophy; Business administration; Business","score_opus":0.013284220640819407,"score_gpt":0.22386074603083303,"score_spread":0.21057652539001362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985722890","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":[0.010750954,0.0370686,0.38984886,0.016052978,0.002166218,0.0008047824,0.0018622313,0.0038022446,0.53764313],"genre_scores_gemma":[0.2037586,0.05255193,0.34101075,0.0049597365,0.00122783,0.0021907252,0.008626781,0.0025454746,0.38312817],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99356836,0.0021092985,0.00047253573,0.00057221286,0.0029586863,0.00031888374],"domain_scores_gemma":[0.9974631,0.0011140472,0.00011582353,0.00082850095,0.0004061837,0.00007230633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039567207,0.001632984,0.0012443578,0.00234767,0.0011390776,0.006620264,0.0014275034,0.002294747,0.02862726],"category_scores_gemma":[0.0066929464,0.0010702509,0.00084227585,0.0029906812,0.002362988,0.0037653064,0.0039322367,0.0038041905,0.02574987],"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":[0.000033649318,0.00014082609,0.00026565787,0.00080124167,0.000049464692,0.00025083974,0.000775405,0.008077027,0.0038165783,0.3460848,0.04613379,0.59357077],"study_design_scores_gemma":[0.000033340228,0.000050869592,0.00036800117,0.00059420674,0.00002002753,0.00043841434,0.0003593614,0.009659583,0.0040519973,0.24954261,0.73484945,0.00003218338],"about_ca_topic_score_codex":0.0019016963,"about_ca_topic_score_gemma":0.0011856057,"teacher_disagreement_score":0.02862726,"about_ca_system_score_codex":0.002184142,"about_ca_system_score_gemma":0.0026086534,"threshold_uncertainty_score":0.09576768},"labels":[],"label_agreement":null},{"id":"W1993578978","doi":"10.1007/bf03340760","title":"Identifikation relevanter Services für die Cloud 3.0 — Enterprise Domain Model","year":2012,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.008858926416171345,"score_gpt":0.23448882429290113,"score_spread":0.2256298978767298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993578978","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":[0.122850895,0.0008053817,0.83175135,0.0033649101,0.00011160044,0.0005206354,0.0036880379,0.002299915,0.0346073],"genre_scores_gemma":[0.7646508,0.0008676618,0.22157498,0.0003246279,0.0000545549,0.0002415215,0.0033321402,0.00018779261,0.008765994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99872154,0.00034172053,0.000104771956,0.00015763601,0.000486213,0.00018807691],"domain_scores_gemma":[0.9988703,0.0004482604,0.000088302266,0.00025814012,0.00024821944,0.000086601445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019485941,0.0005740698,0.0005726844,0.0017373908,0.0008837117,0.004210821,0.0012290289,0.0022982694,0.0028292132],"category_scores_gemma":[0.003691783,0.00038146824,0.0010379356,0.0019568969,0.00075427844,0.0035870555,0.002033634,0.0012747014,0.00092943804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046564417,0.00035964936,0.008185324,0.000301532,0.00007931899,0.0015850052,0.0009016165,0.34478366,0.0128522385,0.5179295,0.01427633,0.09828026],"study_design_scores_gemma":[0.000028768749,0.000024252347,0.0004638199,0.000038848273,0.000029414716,0.00015369334,0.00015688065,0.9303315,0.0034490728,0.049085267,0.01621679,0.000021663562],"about_ca_topic_score_codex":0.01747603,"about_ca_topic_score_gemma":0.013889813,"teacher_disagreement_score":0.01747603,"about_ca_system_score_codex":0.0020336611,"about_ca_system_score_gemma":0.002822888,"threshold_uncertainty_score":0.034748614},"labels":[],"label_agreement":null},{"id":"W2093996447","doi":"10.1007/bf03340832","title":"Dienstleistungsspektrum der IT-Compliance","year":2013,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Political science","score_opus":0.04454942952311797,"score_gpt":0.2501165013033996,"score_spread":0.2055670717802816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093996447","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":[0.529542,0.0028859808,0.156365,0.0062133754,0.0007105675,0.00046356017,0.0015533948,0.002449001,0.29981706],"genre_scores_gemma":[0.9788969,0.0005643098,0.0104646925,0.00025984194,0.000057510268,0.0001377102,0.0004582703,0.00013982269,0.0090208575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929247,0.002190183,0.0005354608,0.00089026534,0.002727391,0.0007319673],"domain_scores_gemma":[0.9934856,0.0031659647,0.0005193462,0.00095908775,0.0016624673,0.00020756113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045785755,0.0007233288,0.00071751815,0.0017548266,0.0011353575,0.005182566,0.00076822663,0.0018315956,0.0159137],"category_scores_gemma":[0.012462006,0.0003803442,0.00058785494,0.0016954764,0.0014333159,0.004480576,0.0023236324,0.0023119631,0.0033130005],"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":[0.0010184115,0.00062470254,0.025763748,0.0012148671,0.00024343346,0.0008566975,0.0033503594,0.046110686,0.03034256,0.4699989,0.0105853565,0.40989026],"study_design_scores_gemma":[0.00028845386,0.001141214,0.039278172,0.0007318028,0.00030289873,0.002155943,0.0042425115,0.2911993,0.13086066,0.4632725,0.06623767,0.00028885328],"about_ca_topic_score_codex":0.0013419004,"about_ca_topic_score_gemma":0.0006519131,"teacher_disagreement_score":0.0159137,"about_ca_system_score_codex":0.0019431341,"about_ca_system_score_gemma":0.0019892761,"threshold_uncertainty_score":0.053236604},"labels":[],"label_agreement":null},{"id":"W2603078098","doi":"10.1365/s40702-017-0310-9","title":"IT-getriebenes Instandhaltungsmanagement im After Sales Bereich","year":2017,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Political science; Humanities; Business administration; Business; Art","score_opus":0.014997405235279138,"score_gpt":0.23956008074948712,"score_spread":0.22456267551420797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603078098","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":[0.6105329,0.0032097395,0.1098767,0.009328417,0.0006009742,0.0002945136,0.0015173686,0.010577252,0.25406218],"genre_scores_gemma":[0.9329972,0.0011154858,0.02279469,0.00050607714,0.00014305415,0.000082275554,0.0014926471,0.00045183595,0.04041674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809545,0.00040010177,0.00012349093,0.00025160503,0.00058398437,0.0005453702],"domain_scores_gemma":[0.99852055,0.00029451016,0.00017649749,0.00033258818,0.00024746635,0.0004283888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011192546,0.00081353675,0.0006311294,0.001725851,0.0012532085,0.0074906494,0.0010071022,0.0012913371,0.020330368],"category_scores_gemma":[0.0022904933,0.00040609646,0.00044232345,0.0022101852,0.0006573282,0.0041677677,0.003449392,0.001888859,0.008790822],"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":[0.0006965616,0.0013002226,0.035756852,0.00042988852,0.0001249031,0.0023545886,0.0044550397,0.031240635,0.015245702,0.05915801,0.03605633,0.81318116],"study_design_scores_gemma":[0.00022484636,0.0010079528,0.075694256,0.0010581748,0.0002620914,0.0026050876,0.01881457,0.24319969,0.0668374,0.09871937,0.49130762,0.00026894873],"about_ca_topic_score_codex":0.0040480853,"about_ca_topic_score_gemma":0.0032595696,"teacher_disagreement_score":0.020330368,"about_ca_system_score_codex":0.0015732169,"about_ca_system_score_gemma":0.0022986422,"threshold_uncertainty_score":0.06801188},"labels":[],"label_agreement":null},{"id":"W2888820402","doi":"10.1365/s40702-018-00455-9","title":"FinTechs – Eine Analyse des Marktes und seines Bedrohungspotenzials für etablierte Finanzdienstleister","year":2018,"lang":"de","type":"article","venue":"HMD Praxis der Wirtschaftsinformatik","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nickel Institute","funders":"","keywords":"Political science; Gynecology; Medicine","score_opus":0.017422664670600226,"score_gpt":0.2891049576159302,"score_spread":0.27168229294533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888820402","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":[0.6714229,0.01061337,0.19362274,0.0030102434,0.00042893077,0.0004853757,0.011930009,0.00484506,0.10364138],"genre_scores_gemma":[0.9430797,0.0028399667,0.029521076,0.000121584104,0.0000606402,0.00011731553,0.0056909993,0.000390227,0.01817859],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806935,0.00043732824,0.00010374635,0.00027173705,0.00091069174,0.00020720036],"domain_scores_gemma":[0.99650466,0.0020603666,0.00028482385,0.00040534558,0.0006168822,0.00012782833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002966127,0.0008771694,0.0007192543,0.0027499278,0.0006037396,0.004135896,0.00056123314,0.0008741074,0.012649426],"category_scores_gemma":[0.0059800013,0.00048667553,0.00082388916,0.003500849,0.0008303655,0.0041168034,0.0012710958,0.0015363774,0.0027822014],"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":[0.0018450322,0.000426655,0.03582725,0.001849387,0.00045913213,0.0005645731,0.0011265469,0.26642826,0.009861042,0.11722876,0.013361329,0.551022],"study_design_scores_gemma":[0.00026150525,0.0011943742,0.04782265,0.0010559632,0.00046068686,0.00094198016,0.0022240242,0.5427574,0.039924942,0.19035369,0.17276017,0.00024262464],"about_ca_topic_score_codex":0.009311129,"about_ca_topic_score_gemma":0.008029351,"teacher_disagreement_score":0.012649426,"about_ca_system_score_codex":0.0023764386,"about_ca_system_score_gemma":0.0030955754,"threshold_uncertainty_score":0.042316496},"labels":[],"label_agreement":null}]}