{"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":"928dabd5bdc9","filters":{"venue":"Louis Savenien Dupuis Journal of Multidisciplinary Research"}},"results":[{"id":"W4408252947","doi":"10.21839/lsdjmr.2024.v3.141","title":"Skin cancer detection using image processing","year":2024,"lang":"en","type":"article","venue":"Louis Savenien Dupuis Journal of Multidisciplinary Research","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"","keywords":"Cancer; Artificial intelligence; Cancer detection; Computer science; Computer vision; Image processing; Image (mathematics); Pattern recognition (psychology); Medicine; Internal medicine","authors":[{"name":"N. Aishasiddhika","is_ca":false},{"name":"P. Jenovajosephine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08009688864910863,"gpt":0.4259772690122902,"spread":0.3458803803631815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609227,0.0006295819,0.0003488854,0.002026085,0.0001952822,0.0007287171,0.0004584103,0.0006118797,0.002034162],"category_scores_gemma":[0.0007209778,0.0002569949,0.0006047192,0.0009275692,0.0002816076,0.0006803828,0.0005125199,0.0003750925,0.001255717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169563,"about_ca_system_score_gemma":0.0003935546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300196,"about_ca_topic_score_gemma":0.00318952,"domain_scores_codex":[0.9996648,0.0000396215,0.00001677181,0.0000942369,0.0001387002,0.00004579527],"domain_scores_gemma":[0.9997538,0.00004083961,0.00004828318,0.0000468336,0.00009588732,0.00001430674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002249323,0.0001491768,0.005735334,0.0004468142,0.00008620651,0.0004522118,0.00008374239,0.0196431,0.2817164,0.001920546,0.005230166,0.6843114],"study_design_scores_gemma":[0.00002272393,0.0003105953,0.03145153,0.0001348468,0.000132863,0.002120077,0.0001827122,0.6644749,0.2733663,0.005450688,0.02228461,0.00006818808],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1301934,0.003052091,0.8488211,0.000489036,0.0002008691,0.0003847372,0.0008758644,0.004423669,0.0115592],"genre_scores_gemma":[0.5954286,0.00298496,0.3932117,0.0004371409,0.0001242935,0.0001465003,0.001233869,0.0001890421,0.006243731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002300196,"threshold_uncertainty_score":0.006804943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408252948","doi":"10.21839/lsdjmr.2024.v3.142","title":"Blacklisting the Intruders in Social Networking using String Transformation","year":2024,"lang":"en","type":"article","venue":"Louis Savenien Dupuis Journal of Multidisciplinary Research","topic":"Spam and Phishing Detection","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":"Okanagan College","funders":"","keywords":"Blacklisting; Transformation (genetics); String (physics); Computer science; Sociology; Computer security; Political science; Criminology; Physics; Theoretical physics","authors":[{"name":"G. Nandhini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1382283840442703,"gpt":0.4079073833320273,"spread":0.269678999287757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083487,0.0005653266,0.0008163253,0.003207661,0.001683352,0.002705954,0.0008677867,0.001040932,0.006997544],"category_scores_gemma":[0.01022867,0.0003540028,0.001000908,0.002243881,0.001735101,0.005255976,0.002840602,0.001141796,0.004437183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007851379,"about_ca_system_score_gemma":0.0008834586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619731,"about_ca_topic_score_gemma":0.00161059,"domain_scores_codex":[0.9964463,0.001135189,0.0002498118,0.0006686583,0.001153321,0.0003468127],"domain_scores_gemma":[0.9953466,0.001928985,0.0005208706,0.001325084,0.0007052078,0.000173322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008334649,0.0004412089,0.01737348,0.0003519316,0.00008587422,0.0008492586,0.003629352,0.009050827,0.02873113,0.08967234,0.01386391,0.8351172],"study_design_scores_gemma":[0.00008421893,0.0007083341,0.01258091,0.0003661343,0.000207172,0.002265232,0.004684118,0.5333373,0.1040802,0.2130824,0.1284256,0.0001784233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1924779,0.0004957647,0.7587589,0.001019432,0.0002955633,0.0007185932,0.0009036907,0.01651832,0.02881174],"genre_scores_gemma":[0.6688903,0.0004573734,0.3030474,0.0003661154,0.0001096912,0.0003502933,0.001632615,0.001045034,0.02410123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006997544,"threshold_uncertainty_score":0.02340913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}