{"id":"W4283751326","doi":"10.5281/zenodo.6786961","title":"Plagiarism checker Masalah Yang Dihadapi Dunia Pendidikan Dengan Tutorial Online: Sebuah Short Review (Gaung Perwira Yustika)","year":2022,"lang":"id","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Athabasca University","keywords":"Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004391643,0.0004701181,0.0005453176,0.0004065254,0.005753398,0.001329897,0.004205352,0.0001588042,0.02007021],"category_scores_gemma":[0.002641629,0.0005373365,0.0002316757,0.001902258,0.0002590223,0.0006725381,0.005274315,0.002077633,0.003369729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007531095,"about_ca_system_score_gemma":0.0001296062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004556432,"about_ca_topic_score_gemma":0.000001046077,"domain_scores_codex":[0.9918162,0.003091624,0.0008486735,0.001336302,0.001902612,0.001004556],"domain_scores_gemma":[0.9961984,0.0001773979,0.0003318279,0.001514308,0.001067476,0.0007105588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001053709,0.001516423,0.00003037076,0.001247337,0.0002083845,0.000194735,0.007904422,0.00008044537,0.004390195,0.01466791,0.7968909,0.1727635],"study_design_scores_gemma":[0.0005363611,0.0004634331,0.001054777,0.0003730133,0.0001085565,0.000457605,0.001053082,0.001328701,0.0001865537,0.00009872003,0.9937568,0.0005823456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2195224,0.1430956,0.1243893,0.1190077,0.09500013,0.02790068,0.01136961,0.01491272,0.2448018],"genre_scores_gemma":[0.422493,0.1065911,0.2146371,0.02688162,0.03733921,0.00001562245,0.05746484,0.0283044,0.1062731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2029706,"threshold_uncertainty_score":0.9997078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667814951266665,"score_gpt":0.3076955674047756,"score_spread":0.241017417892109,"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."}}