{"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":"81d44edd128e","filters":{"venue":"Journal of Independent Studies and Research - Computing"}},"results":[{"id":"W4416735981","doi":"10.31645/jisrc.25.23.2.3","title":"Comparative Analysis of Photovoltaic Power Generation System and Economical Impact","year":2025,"lang":"en","type":"article","venue":"Journal of Independent Studies and Research - Computing","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Photovoltaic system; Renewable energy; Grid-connected photovoltaic power system; Distributed generation; Grid; Electricity generation; Grid parity; Solar energy; Inverter; Electric power system","authors":[{"name":"Syed Hassan Imam","is_ca":false},{"name":"Adnan Ahmed Siddiqui","is_ca":false},{"name":"Samiya Zafar","is_ca":false},{"name":"Muhammad Shahbaz","is_ca":false},{"name":"Muhammad Tabish Mallick","is_ca":false},{"name":"Uzair Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07840911076190983,"gpt":0.411904844239887,"spread":0.3334957334779772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475197,0.0002016049,0.0001951163,0.001942594,0.0002417619,0.0009892498,0.0002740661,0.0002430485,0.007515609],"category_scores_gemma":[0.001325045,0.00007867986,0.0003849448,0.002496423,0.0001645221,0.0006057722,0.0002880155,0.000197229,0.0005037923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008479478,"about_ca_system_score_gemma":0.0003273726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00374959,"about_ca_topic_score_gemma":0.007009837,"domain_scores_codex":[0.9995497,0.00008350099,0.00001431834,0.00004039531,0.0002523241,0.00005974562],"domain_scores_gemma":[0.9992014,0.0003431374,0.00005057175,0.00003727957,0.0003375773,0.00003006682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001395946,0.0003391372,0.2433925,0.001003488,0.000510707,0.001517833,0.0002451082,0.3583993,0.01673902,0.02981282,0.01376215,0.3328819],"study_design_scores_gemma":[0.00006935893,0.001045613,0.7407617,0.0001320001,0.0004016671,0.001046211,0.001551113,0.1996964,0.01518515,0.007937403,0.0320875,0.00008591427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429937,0.003124495,0.005776387,0.0003340288,0.00008257746,0.00009510364,0.002957629,0.000118498,0.1445176],"genre_scores_gemma":[0.9964102,0.0003965935,0.0004089467,0.000008235535,0.0000138333,0.000009185746,0.0005413707,0.000008827505,0.002202755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007515609,"threshold_uncertainty_score":0.02514219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379647204","doi":"10.31645/jisrc.23.21.1.4","title":"Techy Tennis–A Game Beyond Reality","year":2023,"lang":"en","type":"article","venue":"Journal of Independent Studies and Research - Computing","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Augmented reality; Key (lock); Object (grammar); Computer science; Function (biology); Human–computer interaction; Atmosphere (unit); Enhanced Data Rates for GSM Evolution; Multimedia; Computer graphics (images); Computer vision; Artificial intelligence; Computer security","authors":[{"name":"Ayesha Anees Zaveri","is_ca":false},{"name":"Nabiha Faisal","is_ca":false},{"name":"Saba Imtiaz","is_ca":false},{"name":"Sarama Shehmir","is_ca":true},{"name":"Mobeen Nazar","is_ca":false},{"name":"Misbah Parveen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1692946158283556,"gpt":0.456298774968995,"spread":0.2870041591406394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003172177,0.0007700477,0.0002140114,0.000384323,0.0008020419,0.001830469,0.0006383132,0.0006204179,0.01393744],"category_scores_gemma":[0.000619678,0.0001876616,0.0004411204,0.0001897067,0.0009220634,0.001451855,0.002349764,0.0009620613,0.002287233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733496,"about_ca_system_score_gemma":0.0006554121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419442,"about_ca_topic_score_gemma":0.003226302,"domain_scores_codex":[0.9997284,0.00006505007,0.00001335593,0.00004144602,0.0001030418,0.00004864226],"domain_scores_gemma":[0.9998142,0.00003770771,0.00001169424,0.00002086745,0.0000344515,0.00008110311],"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":[0.002021017,0.001288293,0.004542367,0.001059196,0.0001832072,0.001859968,0.005634369,0.007432844,0.1009589,0.2650246,0.1100474,0.4999479],"study_design_scores_gemma":[0.0002116738,0.001654367,0.00733386,0.0002768884,0.00004737521,0.002347288,0.001517424,0.01327542,0.01051106,0.04026781,0.9224427,0.0001142268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1705649,0.002103247,0.2277056,0.004250277,0.001807033,0.001088804,0.0009588553,0.005573219,0.585948],"genre_scores_gemma":[0.4883422,0.002445902,0.1938376,0.002841748,0.0003539492,0.000924415,0.001904575,0.0006413496,0.3087083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01393744,"threshold_uncertainty_score":0.04662538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}