{"id":"W2759004846","doi":"10.5539/ies.v10n10p12","title":"Self-Efficacy, Adversity Quotient, and Students’ Achievement in Mathematics","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indonesian; Mathematics education; Academic achievement; Quotient; Self-efficacy; Scale (ratio); Psychology; Test (biology); Achievement test; Mathematics; Social psychology; Standardized test","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":[0.0005195026,0.000160126,0.0002408189,0.0001775492,0.0002946002,0.0001629089,0.0005466938,0.00004544772,0.00008570735],"category_scores_gemma":[0.001990376,0.0001498938,0.00004516684,0.00003964584,0.00009521187,0.0002174556,0.000355101,0.0001148893,0.00004138238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832807,"about_ca_system_score_gemma":0.0001169337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003634645,"about_ca_topic_score_gemma":0.0001259576,"domain_scores_codex":[0.998762,0.00003168996,0.0004031374,0.0002406027,0.000414385,0.000148167],"domain_scores_gemma":[0.9982238,0.0003457352,0.0004001619,0.0004305729,0.0005354547,0.00006427524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003043934,0.01559894,0.3094808,0.001124922,0.0007603627,0.000004302996,0.06834794,0.000001654696,0.00001949234,0.5743971,0.02473466,0.005499391],"study_design_scores_gemma":[0.003191259,0.00008138512,0.3859384,0.0007430961,0.0001748288,0.0000321996,0.04140361,0.0002151456,0.0001734859,0.498576,0.06874264,0.0007279708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773839,0.0002366034,0.0001319343,0.004697592,0.002530862,0.000362403,0.000006332743,0.00005168714,0.01459871],"genre_scores_gemma":[0.9584719,0.000734109,0.02889854,0.0002359497,0.0002295108,0.0001065035,0.000007791191,0.00002135052,0.01129436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07645759,"threshold_uncertainty_score":0.6112491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653711793723703,"score_gpt":0.4879680908123313,"score_spread":0.322596911439961,"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."}}