{"id":"W2112825066","doi":"10.5539/ies.v8n8p81","title":"The Application of Contextual Approach in Learning Mathematics to Improve Students Motivation At SMPN 1 Kupang","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Cultural and Educational Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Enthusiasm; Group cohesiveness; Psychology; Social psychology","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":[0.001146913,0.00009048444,0.000138892,0.00008262732,0.0003997035,0.00005264544,0.0003118803,0.00003134664,0.000005066746],"category_scores_gemma":[0.003872131,0.00006643649,0.00003526109,0.0002836949,0.0001646125,0.0001522411,0.0001561254,0.00007651232,0.00004050525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007568825,"about_ca_system_score_gemma":0.0001865641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009299248,"about_ca_topic_score_gemma":0.0009173949,"domain_scores_codex":[0.998559,0.00009400122,0.0003413357,0.0001807469,0.0006807422,0.000144167],"domain_scores_gemma":[0.9971764,0.0004733657,0.0002025008,0.0000840502,0.002001565,0.00006211794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001274392,0.00124781,0.477768,0.00004737873,0.0003629898,1.127223e-7,0.3650421,0.000820086,0.0007127156,0.09868812,0.01832348,0.03685977],"study_design_scores_gemma":[0.0004095299,0.00005154932,0.09828857,0.0000760709,0.00002169299,0.000001045762,0.6451871,0.0001114055,0.0002008283,0.008412259,0.247026,0.0002138652],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760143,0.0008697172,0.0002517324,0.005597495,0.002297929,0.0005083141,0.000003800535,0.00001996278,0.01443674],"genre_scores_gemma":[0.9864761,0.0002062035,0.0009070615,0.00007510257,0.0003281416,0.0003828105,0.00002249784,0.000005598171,0.01159652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794794,"threshold_uncertainty_score":0.4635582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467981892764154,"score_gpt":0.4527708114776241,"score_spread":0.3059726222012087,"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."}}