{"id":"W2152985665","doi":"10.5539/ass.v6n2p141","title":"An Analysis of Overweighed Higher Education Cost in Impoverished Countryside Families","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Poverty; Rural area; Economic growth; China; Higher education; Economics; Labour economics; Development economics; Business; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131404,0.00007651054,0.0001810014,0.0003223666,0.0005409497,0.0001322354,0.000482002,0.00008574523,0.0006143201],"category_scores_gemma":[0.0002388468,0.00007069234,0.00006568727,0.003353563,0.001605444,0.0009792001,0.00002361456,0.0001147987,0.000005299457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983732,"about_ca_system_score_gemma":0.002372346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03321349,"about_ca_topic_score_gemma":0.01745279,"domain_scores_codex":[0.9984077,0.00006203794,0.0002351246,0.0002335543,0.0007411761,0.0003204089],"domain_scores_gemma":[0.9992136,0.00003953437,0.0001439255,0.000153967,0.0003124715,0.0001364975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000547903,0.0001760748,0.0776996,0.000002240783,0.00001177002,1.237095e-7,0.02000582,0.00000128426,0.002548863,0.877825,0.0001742296,0.02154957],"study_design_scores_gemma":[0.00005022989,0.00001018495,0.9417541,0.000002268201,0.00002376909,3.539121e-8,0.03235678,0.00001396571,0.00006025831,0.008139957,0.0174945,0.00009396802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6339135,0.000005984434,0.000002755681,0.0008249575,0.0006180842,0.00009391586,0.00001489736,0.00001272579,0.3645132],"genre_scores_gemma":[0.9986859,0.000008776127,0.0001693724,0.0003154483,0.0002594017,0.00001565908,0.00001347171,0.000003135423,0.0005288114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.869685,"threshold_uncertainty_score":0.9739066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399271699238496,"score_gpt":0.3628981873011735,"score_spread":0.3489054703087885,"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."}}