{"id":"W4413869054","doi":"10.33578/jpfkip.v14i4.p569-583","title":"Innovate Integration of guided inquiry learning (GIL) and project-based learning (PjBL) to enhance students’ science literacy","year":2025,"lang":"en","type":"article","venue":"Primary Jurnal Pendidikan Guru Sekolah Dasar","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assumption University","funders":"","keywords":"Mathematics education; Inquiry-based learning; Project-based learning; Literacy; Scientific literacy; Science learning; Science education; Psychology; Computer science; Pedagogy","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"],"consensus_categories":[],"category_scores_codex":[0.006712554,0.0003144113,0.000462907,0.001413782,0.001943437,0.0006840057,0.001011628,0.0001448948,0.00003359902],"category_scores_gemma":[0.002275089,0.0003150382,0.00009385785,0.003866243,0.0007621552,0.001348365,0.0004412628,0.00103732,0.00001581912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559826,"about_ca_system_score_gemma":0.002102442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370881,"about_ca_topic_score_gemma":0.00009380213,"domain_scores_codex":[0.9955145,0.0008040845,0.0008251147,0.000774965,0.001303666,0.000777701],"domain_scores_gemma":[0.9979255,0.0003885338,0.0004992313,0.0002985351,0.0006921978,0.0001959776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00046216,0.000300214,0.4390485,0.0004708679,0.00008187685,0.00002114244,0.06438685,0.0007981222,0.2064984,0.005371882,0.001425041,0.2811349],"study_design_scores_gemma":[0.003744385,0.002242694,0.4128197,0.005372336,0.0002601335,0.00002080316,0.01861314,0.002233159,0.1498684,0.00139275,0.4007626,0.002669911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686279,0.0004674418,0.009370386,0.0009048398,0.0004539644,0.0008756311,0.000003353782,0.0001978187,0.01909868],"genre_scores_gemma":[0.9905779,0.0001842011,0.005887554,0.0008491394,0.0001523516,0.00004429363,0.00002309927,0.00002533232,0.002256097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993376,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837427938270102,"score_gpt":0.4167937423516161,"score_spread":0.3884194629689151,"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."}}