{"id":"W4414584263","doi":"10.5539/ep.v14n2p43","title":"Reviewer acknowledgements for Environment and Pollution, Vol. 14, No. 2","year":2025,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006367358,0.0001902926,0.0001922591,0.00008105934,0.000771878,0.0000463228,0.0001022733,0.0001276699,0.0007750597],"category_scores_gemma":[0.0004756266,0.0001848982,0.00006263924,0.00006016975,0.0003976332,0.0001843052,0.0001119494,0.00007515463,0.0003931492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074511,"about_ca_system_score_gemma":0.00002957078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002100129,"about_ca_topic_score_gemma":0.00001216203,"domain_scores_codex":[0.9986033,0.00009769091,0.0002657205,0.0003935246,0.0002950547,0.000344713],"domain_scores_gemma":[0.9995359,0.00002538959,0.00008402505,0.0001539756,0.00007409616,0.0001266747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001200309,0.0003403585,0.03325277,0.0001766524,0.000213156,9.732428e-7,0.002551218,0.0000956266,0.0007508526,0.01129813,0.7967495,0.1544507],"study_design_scores_gemma":[0.0005323965,0.00004138669,0.08166914,0.00004533751,0.00005224564,5.692358e-8,0.0001447477,0.00004022221,0.00005487295,0.001708565,0.9155252,0.0001858125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4024485,0.1356117,0.1053717,0.09659228,0.06729059,0.02467441,0.0004117122,0.0007085728,0.1668906],"genre_scores_gemma":[0.3705012,0.1393652,0.00481965,0.003211732,0.00273091,0.0006432127,0.0001431774,0.00004763923,0.4785373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3116467,"threshold_uncertainty_score":0.848636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387708319634601,"score_gpt":0.250474849230276,"score_spread":0.23659776603393,"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."}}