{"id":"W4400482746","doi":"10.55016/ojs/cpai.v6i1.76920","title":"“It Feels Weird Telling You For Sure”: Ambivalence and Uncertainty about Academic Integrity in International Students’ Self-Reports of Using Paid Academic Support Services","year":2023,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ambivalence; Academic integrity; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0188374,0.0005288238,0.0008956724,0.002191401,0.00638179,0.0112165,0.001586386,0.001853268,0.002725663],"category_scores_gemma":[0.03996415,0.0007175294,0.0007064561,0.001383457,0.0127581,0.004057146,0.008260504,0.005374569,0.0005527162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933759,"about_ca_system_score_gemma":0.004315079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0250078,"about_ca_topic_score_gemma":0.02935503,"domain_scores_codex":[0.9871841,0.006061432,0.001032258,0.0006851904,0.003227313,0.001809697],"domain_scores_gemma":[0.9662843,0.01407833,0.008047064,0.001489158,0.004524272,0.005576819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004922356,0.00008616904,0.09535971,0.00007539249,0.00003553903,0.0003372001,0.8942305,0.00003208557,0.0004719884,0.0009195571,0.0007192623,0.007683316],"study_design_scores_gemma":[0.000002552373,0.00005415014,0.0183548,0.00008462025,0.00001298311,0.000236353,0.9785447,0.00005566079,0.0001271477,0.0001832545,0.002313876,0.00002992115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955277,0.0002533818,0.000224945,0.001168484,0.00004138049,0.00001863888,0.00002218303,0.000007721207,0.002735551],"genre_scores_gemma":[0.9984558,0.0002771338,0.0001061719,0.0005231403,0.00002135148,0.00001728028,0.00002121379,0.000008068511,0.0005699164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0250078,"threshold_uncertainty_score":0.09962285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801866789699921,"score_gpt":0.4335252299624633,"score_spread":0.3755065620654641,"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."}}