{"id":"W2360740284","doi":"","title":"Analysis of PhD Graduates' Attitude towards Scientific Misconduct and Its Causes","year":2008,"lang":"en","type":"article","venue":"Zhongguo ruankexue","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scientific misconduct; Misconduct; Quarter (Canadian coin); Psychology; Public relations; Medical education; Social psychology; Political science; Law; Medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332771,0.0001425154,0.0003800703,0.000404336,0.0009693258,0.00007048868,0.0003692324,0.000360771,0.0004752743],"category_scores_gemma":[0.0006689476,0.0001317831,0.0001540954,0.001670499,0.0009693417,0.0003518684,0.00007181333,0.0004927674,0.00004536963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004750746,"about_ca_system_score_gemma":0.0003294394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039822,"about_ca_topic_score_gemma":0.002516227,"domain_scores_codex":[0.9980746,0.0002174678,0.0003056162,0.0003770691,0.0006451795,0.0003800851],"domain_scores_gemma":[0.9990475,0.00017799,0.0001447375,0.0002017297,0.0002538782,0.0001742108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009769241,0.0006637175,0.4245687,0.0002102388,0.004336203,0.0002352325,0.32804,0.0003310018,0.02464277,0.1687129,0.03984862,0.00831299],"study_design_scores_gemma":[0.002180543,0.0002990694,0.5149899,0.0002852347,0.005263662,0.00007671107,0.03089322,0.004057891,0.06956902,0.008649291,0.3607388,0.002996763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865629,0.001294256,0.00004289544,0.001269975,0.0004225176,0.0001465983,0.00007000781,0.00005432026,0.01013653],"genre_scores_gemma":[0.9921872,0.0006202567,0.0001497428,0.0001212792,0.000129588,0.000005250529,0.00002306786,0.000007869645,0.006755758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3208901,"threshold_uncertainty_score":0.7618737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032574494412598,"score_gpt":0.3340431155624568,"score_spread":0.230785666121197,"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."}}