{"id":"W4386330881","doi":"10.29303/jppipa.v9i8.3155","title":"Research Trend of Socioscientific Issues Based on Scopus Journal Database: A Bibliometric Study from 2011 to 2021","year":2023,"lang":"en","type":"article","venue":"Jurnal Penelitian Pendidikan IPA","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Argumentation theory; Scientific literacy; Web of science; Political science; Library science; Social science; Science education; Sociology; Law; Computer science; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009331152,0.0003700481,0.001260535,0.1005189,0.001354833,0.007539159,0.0008588904,0.00106247,0.001740237],"category_scores_gemma":[0.04517241,0.000263557,0.001164984,0.1630725,0.0007279984,0.005564041,0.00224228,0.0006525049,0.0007791047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275752,"about_ca_system_score_gemma":0.005016547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0064535,"about_ca_topic_score_gemma":0.008143278,"domain_scores_codex":[0.9838592,0.001665141,0.004979023,0.001164859,0.007507553,0.0008242977],"domain_scores_gemma":[0.9414096,0.02140542,0.01773842,0.001301278,0.01629798,0.001847289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003546183,0.0001843001,0.7630754,0.01655506,0.0007445705,0.001557524,0.007375954,0.0006710399,0.001570108,0.004474586,0.01744027,0.1859967],"study_design_scores_gemma":[0.00001941721,0.0001670897,0.9126561,0.00474887,0.000620427,0.002323608,0.01496942,0.001272422,0.001395943,0.0009662688,0.06076,0.000100481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333344,0.08328971,0.001114703,0.006078534,0.0004052738,0.0003016892,0.05176691,0.0002702172,0.02343851],"genre_scores_gemma":[0.9287197,0.04145973,0.001974955,0.0003643992,0.0003863676,0.0004561828,0.02428401,0.00006936147,0.002285221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8994811,"threshold_uncertainty_score":0.04934841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.249175084389447,"score_gpt":0.5393748139873955,"score_spread":0.2901997295979485,"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."}}