{"id":"W7098827695","doi":"","title":"Professional I s s u e s The Burden of Debt for Canadian Dental Students: Part 2. A Report on Survey Participants and an Analysis of Dental Education Costs","year":2015,"lang":"en","type":"article","venue":"","topic":"Phytochemical compounds biological activities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Student debt; Debt; Dental education; Dental care; Work (physics)","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":[0.0005187151,0.00008536624,0.0001692208,0.00004650111,0.00004127604,0.00001144342,0.000172747,0.00007855728,0.000007539867],"category_scores_gemma":[0.0004037438,0.00005459293,0.00005334467,0.0001057478,0.000112862,0.000004887177,0.00006668099,0.00003554037,1.987018e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004026973,"about_ca_system_score_gemma":0.0002744618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02769664,"about_ca_topic_score_gemma":0.09486663,"domain_scores_codex":[0.9991369,0.0001170667,0.000220999,0.0002169719,0.0001540852,0.0001539471],"domain_scores_gemma":[0.9992754,0.00005003507,0.0001144715,0.0002108361,0.0001718639,0.0001774155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003714245,0.0005151941,0.9009438,0.000007927204,0.0004894927,9.79664e-7,0.0001201111,0.00003036247,0.09498107,0.00004529363,0.002082475,0.0004118873],"study_design_scores_gemma":[0.0005868133,0.0009950307,0.651806,0.00002230793,0.0002846197,0.00001004955,0.003413878,0.0003285068,0.341284,0.0001437688,0.0008900406,0.0002350015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992018,0.00005283968,0.00001572515,0.0000514862,0.00008643192,0.0002510214,0.0001364849,0.000002049701,0.0002021895],"genre_scores_gemma":[0.9985853,0.000003443364,0.00004505897,0.0001090284,0.00007058507,0.00005753312,0.0009048433,0.000004704189,0.0002194347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491378,"threshold_uncertainty_score":0.978778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114321398256099,"score_gpt":0.3715965390002982,"score_spread":0.3204533250177372,"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."}}