{"id":"W7133362845","doi":"10.65521/mjret.v9i3.1219","title":"Online Matrimonial Portal","year":2022,"lang":"","type":"article","venue":"Multidisciplinary Journal of Research in Engineering and Technology","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Service provider; Matching (statistics); Service (business); Variation (astronomy); Register (sociolinguistics); User profile","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006827223,0.0002272768,0.0004923212,0.004720707,0.000616605,0.00008226119,0.001453549,0.000240675,0.00004588953],"category_scores_gemma":[0.0003812841,0.0002389108,0.00009654476,0.004578887,0.0003108503,0.0003040466,0.003408396,0.005433944,0.000002728377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945791,"about_ca_system_score_gemma":0.0005395056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001150457,"about_ca_topic_score_gemma":0.000003172458,"domain_scores_codex":[0.9962006,0.0003900669,0.0009670084,0.0004253673,0.001031292,0.0009856275],"domain_scores_gemma":[0.9983419,0.0003711982,0.0002792075,0.0003960592,0.0003707458,0.0002409485],"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":[0.001294943,0.007321881,0.1475852,0.001793949,0.0005556953,0.05639428,0.01172328,0.3893753,0.01910579,0.1125439,0.0008922943,0.2514135],"study_design_scores_gemma":[0.002771528,0.004131777,0.006485298,0.0005314817,0.00001665627,0.009689315,0.005334043,0.9583758,0.001037127,0.00658064,0.004513942,0.0005324683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441887,0.0138248,0.01990668,0.01996897,0.001696187,0.000272637,0.00003666096,0.00008005298,0.00002536148],"genre_scores_gemma":[0.9898571,0.0006942542,0.00914401,0.00000389354,0.0001833317,0.00001240414,0.000002949128,0.00002294175,0.00007914781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5690005,"threshold_uncertainty_score":0.9968606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05387298538716809,"score_gpt":0.3637826292012074,"score_spread":0.3099096438140392,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}