{"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":"bba34286291b","filters":{"venue":"Journal of The Community Development in Asia"}},"results":[{"id":"W3165991487","doi":"10.32535/jcda.v4i2.1075","title":"The Strategy, Impact, and Challenges Faced by Pos Malaysia Berhad during the COVID-19 Crisis","year":2021,"lang":"en","type":"article","venue":"Journal of The Community Development in Asia","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Quarter (Canadian coin); Livelihood; Business; Revenue; Financial crisis; Work (physics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sample (material); Crisis management; Economic growth; Finance; Economics; Agriculture; Geography; Management; Engineering","authors":[{"name":"Daisy Mui Hung Kee","is_ca":false},{"name":"Siti Nurul Aisyah Nasser","is_ca":false},{"name":"Nur Syafiqah Mohd Sany","is_ca":false},{"name":"Tiara Iffah Azhar","is_ca":false},{"name":"Zhorifa Hazwani Roslan","is_ca":false},{"name":"Najwatul Adibah Amli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03840532571711597,"gpt":0.2653413931105303,"spread":0.2269360673934143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018699,0.0002673352,0.0001904387,0.0005250446,0.002711999,0.004261358,0.0003218324,0.001096966,0.001954316],"category_scores_gemma":[0.001416235,0.0001771153,0.0001116068,0.0008666088,0.001681364,0.002529619,0.00258389,0.001238957,0.0004106833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002584699,"about_ca_system_score_gemma":0.003833942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007187483,"about_ca_topic_score_gemma":0.01438216,"domain_scores_codex":[0.9990622,0.0003312292,0.00004213256,0.00004609114,0.0001456394,0.0003726746],"domain_scores_gemma":[0.9986429,0.0001758839,0.0003918504,0.000023414,0.000160432,0.0006054573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004371165,0.000496148,0.580453,0.0009505002,0.00007458786,0.01332671,0.2569558,0.001376382,0.00661112,0.01950054,0.01387562,0.1059425],"study_design_scores_gemma":[0.000005974234,0.0002835009,0.1572925,0.0003562336,0.00001684719,0.001057355,0.8051216,0.0004141978,0.0008087392,0.0009683365,0.033627,0.00004767185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851218,0.0007063303,0.00006605688,0.003221709,0.00003163899,0.00002014389,0.00004204099,0.000002962347,0.01078744],"genre_scores_gemma":[0.9967333,0.0008056083,0.00006827703,0.0003529921,0.000007144908,0.000009144901,0.00001907661,0.000001729866,0.002002814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007187483,"threshold_uncertainty_score":0.01875335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378717147","doi":"10.32535/jcda.v6i2.2296","title":"The Influence of Shoppe on Consumer Behavior: A Case Study in Malaysia","year":2023,"lang":"en","type":"article","venue":"Journal of The Community Development in Asia","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Marketing; Customer satisfaction; Product (mathematics); Quality (philosophy); E-commerce; Service quality; Quarter (Canadian coin); Value (mathematics); Service (business); Advertising; Reliability (semiconductor); Consumer behaviour; Geography; Computer science","authors":[{"name":"Nur Ainin Sofiya","is_ca":false},{"name":"Nur Dini Syauqina","is_ca":false},{"name":"Nur Fadhilah","is_ca":false},{"name":"Nur Fatihah","is_ca":false},{"name":"Aaliya Alam","is_ca":false},{"name":"Adarsh Upadhyay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04669245290147604,"gpt":0.2991029521984012,"spread":0.2524104992969252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008077772,0.0002675325,0.0002755139,0.0006878082,0.001768984,0.001073991,0.0004304968,0.0008195083,0.002598977],"category_scores_gemma":[0.001445809,0.0002743958,0.0003797135,0.0005727351,0.0008249269,0.0007641657,0.0008338498,0.0006928956,0.0003451273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124095,"about_ca_system_score_gemma":0.0008266939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953362,"about_ca_topic_score_gemma":0.04133466,"domain_scores_codex":[0.9995597,0.0002112106,0.00002253297,0.00004458896,0.00006050511,0.000101451],"domain_scores_gemma":[0.9985126,0.0007805433,0.0001941729,0.00007739577,0.0001468165,0.0002885852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005749385,0.004440792,0.6201661,0.0005496258,0.00007581524,0.02989879,0.278113,0.0006047018,0.005095328,0.001181178,0.001435394,0.05786423],"study_design_scores_gemma":[0.00003264311,0.002719446,0.5483177,0.0002122399,0.00009640533,0.008729524,0.4269617,0.002906783,0.003114144,0.0002308159,0.006559189,0.000119449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991626,0.00003191849,0.00004679761,0.00003948868,0.000001094538,0.00001238461,0.00001836114,0.00000195143,0.0006854223],"genre_scores_gemma":[0.9985512,0.000154363,0.000214807,0.00003769144,0.000002236028,0.00001162039,0.00002205091,0.000002581701,0.001003302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953362,"threshold_uncertainty_score":0.03883982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}