{"id":"W2780917122","doi":"10.11113/sh.v10n1.1322","title":"Kerangka Panduan Efektif Pengajaran Dan Pemudahcaraan (PdPc) Sains Menggunakan Information Communication Technology (ICT) di Sekolah Jenis Kebangsaan Tamil (SJK) (TAML)","year":2017,"lang":"en","type":"article","venue":"Sains Humanika","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tamil; Information and Communications Technology; Christian ministry; Workforce; Process (computing); Psychology; Knowledge management; Mathematics education; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001332594,0.0003215813,0.0003466654,0.0006302517,0.006388027,0.000788679,0.002081312,0.0007070501,0.0002448696],"category_scores_gemma":[0.001101308,0.0003355611,0.0001474178,0.0003798762,0.001481764,0.001980122,0.0002519939,0.0008594163,0.0003159328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564197,"about_ca_system_score_gemma":0.0003188803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743758,"about_ca_topic_score_gemma":0.02960165,"domain_scores_codex":[0.997518,0.0003171132,0.0006355426,0.000380837,0.000521253,0.000627224],"domain_scores_gemma":[0.9965327,0.0001069391,0.0007496054,0.001937942,0.0005092471,0.0001635289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001973301,0.0001969069,0.100016,0.00002486499,0.00007631664,0.000002187161,0.04274027,0.00000222046,0.000614548,0.7945833,0.002678158,0.0590455],"study_design_scores_gemma":[0.001551895,0.0001994057,0.2323417,0.0001203795,0.00009677914,0.000009761081,0.07803828,0.0001673987,0.001562373,0.02692329,0.6580803,0.0009084935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579904,0.0001873853,0.0002404884,0.01670043,0.0006492885,0.0009673971,0.00002780249,0.0009907208,0.1222461],"genre_scores_gemma":[0.9958283,0.0004577748,0.0005814796,0.0004420897,0.0001921212,0.0001902209,0.0002650447,0.00003021117,0.00201281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.76766,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989395074901513,"score_gpt":0.3304326723504568,"score_spread":0.3005387216014417,"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."}}