{"id":"W4401859351","doi":"10.24114/jpkim.v16i2.58875","title":"Bibliometric analysis : Green chemistry trends and issues in chemistry education from 2019 to 2024","year":2024,"lang":"en","type":"article","venue":"Jurnal Pendidikan Kimia","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Environmental chemistry","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":["bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001058748,0.0001833141,0.000204542,0.002367643,0.00003031847,0.0001232151,0.000223095,0.0001195268,0.01229769],"category_scores_gemma":[0.00003046128,0.000183506,0.00009487489,0.04265057,0.00003800436,0.0001725476,0.0001683464,0.0002903202,0.0001298288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155177,"about_ca_system_score_gemma":0.00001943601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264005,"about_ca_topic_score_gemma":0.00002390877,"domain_scores_codex":[0.9987453,0.00000529417,0.0002417056,0.0004783388,0.0002852976,0.0002440952],"domain_scores_gemma":[0.9994397,0.00004442328,0.00002881087,0.0002266911,0.000004881664,0.0002555266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001502295,0.00008422103,0.03608426,0.0001185655,0.0001078923,0.00003498986,0.0002053755,0.0008681042,0.8571076,9.855813e-7,0.01752266,0.08785028],"study_design_scores_gemma":[0.0002754721,0.00001571302,0.4645014,0.000157535,0.0003998179,0.00003903417,0.0001407164,0.007662969,0.4280778,0.000249623,0.09762169,0.000858161],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800427,0.001742446,0.00003050979,0.000836879,0.00007598669,0.00002716484,0.00004123985,0.00004797129,0.01715512],"genre_scores_gemma":[0.9764351,0.0001108781,0.0002591106,0.00004176883,0.0002329236,0.00001110115,0.00008855696,0.00001553179,0.022805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4290298,"threshold_uncertainty_score":0.9886052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004560246446299708,"score_gpt":0.2473028005431226,"score_spread":0.2427425540968229,"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."}}