{"id":"W4416899847","doi":"10.62383/sosial.v3i4.1356","title":"Pengaruh Metode Pembelajaran Mind Mapping terhadap Hasil Belajar Siswa SMP Kristen Ta’Aba pada Mata Pelajaran IPS","year":2025,"lang":"","type":"article","venue":"Sosial","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Class (philosophy); Meaning (existential); Curriculum; Data collection; Test (biology); Social studies; Affect (linguistics); Ideal (ethics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005481362,0.0009236791,0.001216718,0.000598816,0.004205616,0.0009217664,0.001888357,0.0009227287,0.006081062],"category_scores_gemma":[0.002743033,0.0009872284,0.0008542177,0.002610477,0.001354756,0.0006903748,0.0004601107,0.001925814,0.0005109218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006975309,"about_ca_system_score_gemma":0.002749046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910284,"about_ca_topic_score_gemma":0.0007220426,"domain_scores_codex":[0.9893929,0.003794826,0.001555511,0.001739391,0.001652348,0.001864965],"domain_scores_gemma":[0.9944256,0.00264115,0.0007239614,0.001009187,0.0005350562,0.0006650627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007594575,0.006109324,0.0679902,0.001437813,0.00303766,0.0002281775,0.4173983,0.002332068,0.004819097,0.05456308,0.08535085,0.355974],"study_design_scores_gemma":[0.002562992,0.0002524485,0.07233204,0.0009328096,0.0008947867,0.00001900615,0.1215721,0.001571459,0.0003627703,0.00407532,0.7935313,0.001892945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5722497,0.01082156,0.007986983,0.02545889,0.02172237,0.002471882,0.0001149177,0.0003328528,0.3588409],"genre_scores_gemma":[0.9445442,0.0002806401,0.009613416,0.0009349846,0.003588258,0.0001181368,0.00007215037,0.00007889453,0.04076933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7081804,"threshold_uncertainty_score":0.9992578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544129042256426,"score_gpt":0.3732916443902176,"score_spread":0.3278503539676534,"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."}}