{"meta":{"query_hash":"251cfbdffc78","filters":{"venue":"成功大學國際經營管理研究所碩士班學位論文"},"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/251cfbdffc78","api":"https://metacan.xera.ac/api/v1/cohort?venue=%E6%88%90%E5%8A%9F%E5%A4%A7%E5%AD%B8%E5%9C%8B%E9%9A%9B%E7%B6%93%E7%87%9F%E7%AE%A1%E7%90%86%E7%A0%94%E7%A9%B6%E6%89%80%E7%A2%A9%E5%A3%AB%E7%8F%AD%E5%AD%B8%E4%BD%8D%E8%AB%96%E6%96%87"},"results":[{"id":"W2242543277","doi":"10.6844/ncku.2011.01754","title":"An Investigation of Factors Determining Environmental Friendliness: Focus on Renewable Energy","year":2011,"lang":"zh","type":"dissertation","venue":"成功大學國際經營管理研究所碩士班學位論文","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Structural equation modeling; Descriptive statistics; Environmental economics; Confirmatory factor analysis; Marital status; Investment (military); Theory of planned behavior; Government (linguistics); Business; Public economics; Psychology; Economics; Engineering; Political science; Statistics; Sociology; Mathematics; Demography","score_opus":0.013909435073012212,"score_gpt":0.24322107602641074,"score_spread":0.22931164095339854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242543277","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":[0.996783,0.000053531254,0.00003895228,0.00011675386,0.0000026308176,0.000013616838,0.00002358152,0.000001391167,0.0029666375],"genre_scores_gemma":[0.9981693,0.00010937711,0.00010399906,0.00004864971,0.000002923434,0.000013016996,0.000049103895,0.0000018109929,0.0015016237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992256,0.00019669172,0.00004335421,0.000048850787,0.00035122756,0.00013418647],"domain_scores_gemma":[0.9937337,0.0024681655,0.0014352383,0.00016868628,0.0013878501,0.0008062652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013668421,0.00011533146,0.0001506619,0.00057773537,0.0014398935,0.0010334625,0.0003749264,0.00034635016,0.0043466436],"category_scores_gemma":[0.00606512,0.0001457451,0.00035331244,0.0008513964,0.0007419968,0.00047558427,0.0004635405,0.00043919144,0.00028269578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008423975,0.00035194957,0.93604606,0.00011124293,0.00003985056,0.00040371215,0.04460541,0.000072488634,0.0011271122,0.00032942687,0.00064333086,0.016185218],"study_design_scores_gemma":[0.0000031501854,0.00009848858,0.96253633,0.000027341439,0.000013946354,0.000070355134,0.035151478,0.000095516945,0.0001611336,0.000033654993,0.0018019959,0.000006578098],"about_ca_topic_score_codex":0.23281857,"about_ca_topic_score_gemma":0.49250042,"teacher_disagreement_score":0.23281857,"about_ca_system_score_codex":0.002811764,"about_ca_system_score_gemma":0.0036019324,"threshold_uncertainty_score":0.46292686},"labels":[],"label_agreement":null},{"id":"W2243579121","doi":"10.6844/ncku.2011.00208","title":"An Examination of Customer Retention in Mobile Telecommunications in the Canadian Context","year":2011,"lang":"zh","type":"dissertation","venue":"成功大學國際經營管理研究所碩士班學位論文","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Customer retention; Marketing; Mobile phone; Leverage (statistics); Service quality; Customer delight; Customer satisfaction; Context (archaeology); Service provider; Customer advocacy; Advertising; Service (business); Telecommunications; Engineering; Computer science","score_opus":0.04090776860308514,"score_gpt":0.2850119479566535,"score_spread":0.24410417935356837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243579121","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":[0.97779965,0.0007258593,0.00009676011,0.00095765153,0.000009706284,0.00003254273,0.00026150406,0.0000063614702,0.020109873],"genre_scores_gemma":[0.997449,0.0006997689,0.000113612674,0.00011392113,0.00000605077,0.000008855538,0.00009377414,0.0000030673316,0.001512022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797827,0.00019715018,0.000035567242,0.00007039179,0.0010343237,0.00068429037],"domain_scores_gemma":[0.99396235,0.0008367993,0.0006828051,0.00006014065,0.003779679,0.00067809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015242428,0.00017746132,0.0002939241,0.0036217028,0.006999191,0.0030464514,0.00096110575,0.00051786914,0.0029454946],"category_scores_gemma":[0.005589931,0.0001598438,0.00029260188,0.009012155,0.001582058,0.0008215913,0.001342803,0.000739247,0.00013136232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022631644,0.00024068523,0.7747186,0.0004436917,0.00009409347,0.00097357767,0.07802613,0.00071183237,0.0011314861,0.0089976415,0.008279093,0.12615688],"study_design_scores_gemma":[0.000004328679,0.00009522785,0.8881777,0.00008954407,0.000037722963,0.00016983163,0.1014977,0.0004903081,0.00020861477,0.00018583483,0.008997186,0.00004602393],"about_ca_topic_score_codex":0.9736911,"about_ca_topic_score_gemma":0.9891494,"teacher_disagreement_score":0.033553265,"about_ca_system_score_codex":0.033553265,"about_ca_system_score_gemma":0.04649077,"threshold_uncertainty_score":0.24344712},"labels":[],"label_agreement":null},{"id":"W2253238891","doi":"","title":"The Influence of Environmental Issues on Ecological Concerns and Pro-environmental Behaviour Intention Employing the VBN Model","year":2009,"lang":"zh","type":"dissertation","venue":"成功大學國際經營管理研究所碩士班學位論文","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Climate change; Geography; Test (biology); Population; Consumption (sociology); Psychology; Theory of planned behavior; Environmental planning; Environmental resource management; Political science; Ecology; Environmental health; Control (management); Environmental science; Sociology; Economics; Social science; Medicine","score_opus":0.013966277244814678,"score_gpt":0.29228127963185074,"score_spread":0.27831500238703605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253238891","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":[0.9304012,0.00025522386,0.007954759,0.0015099689,0.000048807367,0.00028196257,0.00031490775,0.000028034345,0.059205152],"genre_scores_gemma":[0.99342006,0.00022568564,0.0027154018,0.000060695384,0.000006664441,0.00014435382,0.00013486268,0.000004222938,0.0032880406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829525,0.00074374117,0.000055773402,0.00021205778,0.0003630896,0.00033001706],"domain_scores_gemma":[0.9949066,0.0032339492,0.0004952765,0.0001438415,0.00075497985,0.00046524848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023394956,0.0005870828,0.0004405122,0.0009070029,0.0012053836,0.0027786554,0.0010375779,0.00087167206,0.005921973],"category_scores_gemma":[0.0058150706,0.0002753437,0.00091234426,0.0008555077,0.001490307,0.00070713874,0.0013915064,0.0012959877,0.00043219436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037224285,0.0016930251,0.78833634,0.0004402886,0.00042782072,0.00038930704,0.017860886,0.015802491,0.00127958,0.11189091,0.0036804494,0.057826705],"study_design_scores_gemma":[0.00012049764,0.00082583365,0.6969123,0.0007847712,0.0008844229,0.00023013428,0.034544915,0.21579136,0.0009875376,0.034000706,0.014798886,0.000118533375],"about_ca_topic_score_codex":0.3402006,"about_ca_topic_score_gemma":0.24275796,"teacher_disagreement_score":0.3402006,"about_ca_system_score_codex":0.007055569,"about_ca_system_score_gemma":0.012539799,"threshold_uncertainty_score":0.67644083},"labels":[],"label_agreement":null},{"id":"W2256533786","doi":"10.6844/ncku.2010.02275","title":"Cultural Differences and their Influence onTechnology Acceptance: An EmpiricalStudy of Taiwanese andCanadian Users","year":2010,"lang":"zh","type":"article","venue":"成功大學國際經營管理研究所碩士班學位論文","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hofstede's cultural dimensions theory; Uncertainty avoidance; Expectancy theory; Collectivism; Femininity; Masculinity; Social psychology; Psychology; Unified theory of acceptance and use of technology; Individualism; Dimension (graph theory); Cultural diversity; Sociology; Mathematics; Political science","score_opus":0.0741940856102572,"score_gpt":0.3617977425991802,"score_spread":0.287603656988923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256533786","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":[0.9993618,0.00008356591,0.00002649146,0.000028847453,0.0000016795332,0.000005330312,0.000018411116,4.3675823e-7,0.00047348594],"genre_scores_gemma":[0.99902797,0.0002008434,0.000060876173,0.000028686598,0.0000022655395,0.00000947975,0.000058246213,0.0000017504528,0.0006098428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988418,0.0002633018,0.00010884966,0.00011293193,0.00041959624,0.00025356162],"domain_scores_gemma":[0.99328,0.0032142561,0.0012963982,0.00027408393,0.0013002069,0.0006349762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016435205,0.0002502142,0.00045051397,0.00095645024,0.0017354649,0.0017625928,0.00033203274,0.0003836358,0.003288333],"category_scores_gemma":[0.004339534,0.00026718766,0.0004791479,0.0020730637,0.00079814944,0.00076632603,0.0009861755,0.0006881046,0.00028562956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007739472,0.00021618725,0.9462699,0.00006581597,0.000038329792,0.00035261287,0.03803081,0.000038493978,0.00048529636,0.00017099519,0.0001645146,0.014089661],"study_design_scores_gemma":[0.000005693287,0.00016554324,0.9291407,0.000049149116,0.000035428777,0.0002309773,0.06851556,0.0003666377,0.0002965479,0.000040456653,0.0011310874,0.000022297712],"about_ca_topic_score_codex":0.15767652,"about_ca_topic_score_gemma":0.22200662,"teacher_disagreement_score":0.8423235,"about_ca_system_score_codex":0.0017481935,"about_ca_system_score_gemma":0.0023532654,"threshold_uncertainty_score":0.31351745},"labels":[],"label_agreement":null},{"id":"W2282118221","doi":"10.6844/ncku.2012.00392","title":"An Application of Planned Behavior Theory for the Examination of Mobile Banking Adoption: Personality as a Moderator","year":2012,"lang":"zh","type":"dissertation","venue":"成功大學國際經營管理研究所碩士班學位論文","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Psychology; Mobile banking; Moderation; Personality; Social psychology; Confirmatory factor analysis; Normative; Transactional leadership; Openness to experience; Normative social influence; Marketing; Business; Control (management); Economics; Political science","score_opus":0.06456845251726678,"score_gpt":0.39191170750671517,"score_spread":0.3273432549894484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282118221","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":[0.6848405,0.000717451,0.29144278,0.0010687909,0.0004281334,0.009221091,0.0020853253,0.0004717145,0.009724119],"genre_scores_gemma":[0.84412944,0.00037786935,0.14087571,0.00019981519,0.000056807923,0.012541671,0.00069798715,0.000046291887,0.0010743256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9843146,0.011979934,0.000704976,0.0011046873,0.0014850151,0.00041073677],"domain_scores_gemma":[0.9524077,0.041175507,0.0027028355,0.0012134763,0.0020459874,0.0004544872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019421132,0.0013355478,0.0015695579,0.0029658165,0.001657755,0.00167859,0.0013519949,0.0010784864,0.00418196],"category_scores_gemma":[0.04543792,0.00085259345,0.0028201228,0.004053639,0.001549393,0.002409189,0.0015228144,0.0026827024,0.00020573536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012789378,0.0024013978,0.7481592,0.0014634175,0.002558289,0.001048373,0.022546355,0.012268907,0.002497934,0.043785006,0.0024399925,0.1595522],"study_design_scores_gemma":[0.00082622,0.014803021,0.6256471,0.0014388578,0.0030762418,0.0010834568,0.016841749,0.23235418,0.0047047087,0.08345513,0.015355853,0.00041343615],"about_ca_topic_score_codex":0.012546172,"about_ca_topic_score_gemma":0.0104107605,"teacher_disagreement_score":0.019421132,"about_ca_system_score_codex":0.0025145987,"about_ca_system_score_gemma":0.0062732305,"threshold_uncertainty_score":0.10271001},"labels":[],"label_agreement":null},{"id":"W2385609695","doi":"10.6844/ncku.2010.00078","title":"The Online Experiment on Ethical Perception and Behavior Intention: Empirical Research on Social Networking and Search Engine Tools","year":2010,"lang":"zh","type":"article","venue":"成功大學國際經營管理研究所碩士班學位論文","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; The Internet; Psychology; Internet privacy; Social psychology; Empirical research; Advertising; World Wide Web; Computer science; Business","score_opus":0.7101555936523364,"score_gpt":0.6196885682252857,"score_spread":0.09046702542705065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385609695","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":[0.9987313,0.0000093844255,0.0001017375,0.000027177379,0.0000052791975,0.00009805485,0.000024144183,0.000001258863,0.001001765],"genre_scores_gemma":[0.99656904,0.00003824867,0.00065792527,0.00010980673,0.000016195534,0.00053447,0.00013215657,0.0000051887896,0.0019369725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602973,0.0024976418,0.00029048166,0.00040724073,0.00046602875,0.00030897118],"domain_scores_gemma":[0.9171167,0.06417097,0.00875158,0.004313942,0.0021870208,0.0034597672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009825638,0.00036647794,0.0006328895,0.00074939284,0.0014467535,0.0019136246,0.00066443527,0.0010933252,0.0069212],"category_scores_gemma":[0.024288408,0.0005498939,0.0005546567,0.00065006054,0.0018005908,0.002316652,0.0012213512,0.0021397492,0.0009661429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017261723,0.21429703,0.62839293,0.0006344561,0.00038273144,0.0008110998,0.07526561,0.0010335839,0.012366775,0.0058896467,0.0011958014,0.042468652],"study_design_scores_gemma":[0.0014403162,0.050906025,0.88933444,0.0001483848,0.00028167275,0.00036234123,0.035421185,0.0058425455,0.0089132115,0.0025620095,0.0046311305,0.00015670377],"about_ca_topic_score_codex":0.0015665292,"about_ca_topic_score_gemma":0.0018620676,"teacher_disagreement_score":0.009825638,"about_ca_system_score_codex":0.00073994976,"about_ca_system_score_gemma":0.0011166241,"threshold_uncertainty_score":0.051963508},"labels":[],"label_agreement":null}]}