{"id":"W4396817592","doi":"10.59720/22-026","title":"Mitigating microplastic exposure from water consumption in junior high students and teachers","year":2024,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water consumption; Consumption (sociology); Mathematics education; Environmental science; Psychology; Sociology; Environmental engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0007464361,0.0002883092,0.0002923752,0.0005620739,0.001197492,0.0008947061,0.0006369657,0.0004610592,0.001439014],"category_scores_gemma":[0.002118706,0.0003121399,0.0003108795,0.000464854,0.0004505606,0.0002247343,0.0009089382,0.0005247729,0.0003851264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758988,"about_ca_system_score_gemma":0.003562541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2153302,"about_ca_topic_score_gemma":0.4009011,"domain_scores_codex":[0.9993719,0.00009443985,0.00002693335,0.00006090097,0.000234413,0.0002113827],"domain_scores_gemma":[0.9982766,0.0001029268,0.0005138361,0.00004153695,0.000364519,0.0007005593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195477,0.0004894242,0.9543411,0.0001427443,0.00002937998,0.000194906,0.005241404,0.00007264745,0.004531512,0.00008204853,0.001029531,0.03364975],"study_design_scores_gemma":[0.000007336455,0.0003134809,0.9921366,0.00004874763,0.00002207372,0.00005528552,0.00504378,0.0001582073,0.0008513912,0.00003858134,0.00131303,0.00001141909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987805,0.0001041137,0.0001091158,0.0001078207,0.000006899041,0.00001991975,0.00004761469,0.000007615001,0.0008164575],"genre_scores_gemma":[0.9983583,0.0001465946,0.0004327457,0.00007874085,0.000006528777,0.00001554318,0.00007277014,0.000002557215,0.0008861693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153302,"threshold_uncertainty_score":0.4281536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179499061319472,"score_gpt":0.2413415887247867,"score_spread":0.229546598111592,"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."}}