{"id":"W3168259942","doi":"10.1177/21582440211023111","title":"Factors Affecting Campus Loans in Western China","year":2021,"lang":"en","type":"article","venue":"SAGE Open","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Consumption (sociology); Loan; Government (linguistics); Context (archaeology); Business; China; Logistic regression; Subsidy; Psychology; Finance; Sociology; Economics; Geography; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484588,0.0001745437,0.0001910704,0.0008269567,0.001077607,0.0009498427,0.0002342207,0.0002356974,0.00200117],"category_scores_gemma":[0.001242847,0.0001212224,0.0002183378,0.001685747,0.0007044661,0.0003680692,0.0007724016,0.0003433694,0.0001440858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009299,"about_ca_system_score_gemma":0.001433301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07112401,"about_ca_topic_score_gemma":0.1000262,"domain_scores_codex":[0.9996365,0.00006941761,0.00004890239,0.0000580671,0.00008628785,0.0001008144],"domain_scores_gemma":[0.9986961,0.0001247874,0.000508529,0.00005348878,0.0001469611,0.000470212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002006404,0.00004095598,0.9934227,0.00001707193,0.0000148246,0.0001480182,0.001909941,0.00005716901,0.000296485,0.000110967,0.000203464,0.003758397],"study_design_scores_gemma":[9.383601e-7,0.00001069065,0.997327,0.000006030393,0.000004831151,0.00002962709,0.002172323,0.0001083415,0.00003503174,0.00003606963,0.0002662233,0.000002878264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993156,0.00004282295,0.00002007831,0.00008492491,0.000001479809,0.000005581462,0.00003691985,0.000001180924,0.0004915239],"genre_scores_gemma":[0.9996194,0.00006002072,0.00002030011,0.00002093127,0.000002096636,0.000003739351,0.00004601106,7.738032e-7,0.0002267652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07112401,"threshold_uncertainty_score":0.1414201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402806759031907,"score_gpt":0.4196832408888443,"score_spread":0.2794025649856536,"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."}}