{"id":"W2963239051","doi":"","title":"Analysis of Microplastic Concentrations in Runoff","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Surface runoff; Environmental science; Microplastics; Environmental chemistry; Chemistry; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001380094,0.0002202358,0.0001990508,0.0006304429,0.0005276909,0.0005149949,0.0001911172,0.000354509,0.001008348],"category_scores_gemma":[0.0002218555,0.0001255595,0.0001860591,0.0004836605,0.0001669368,0.000203106,0.0001545806,0.0003295766,0.0003436771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309702,"about_ca_system_score_gemma":0.0004170726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005700116,"about_ca_topic_score_gemma":0.007467179,"domain_scores_codex":[0.9998105,0.00001367238,0.00000879638,0.00006117346,0.00006834148,0.00003749932],"domain_scores_gemma":[0.9999117,0.00001534871,0.00000932713,0.000003567275,0.00004713388,0.00001307086],"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":[0.0002820726,0.00008498684,0.01508333,0.00004593515,0.00001474858,0.00009063978,0.00008880869,0.0002435438,0.9744599,0.00006415125,0.00009757021,0.009444256],"study_design_scores_gemma":[0.000009762944,0.0002852321,0.08561975,0.000009680854,0.00002233143,0.0001382705,0.0002009877,0.002714827,0.9088146,0.00008127687,0.002094212,0.000009027965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944148,0.00020416,0.00252677,0.00002590385,0.000008498442,0.00003925781,0.0007398899,0.00004200212,0.00199861],"genre_scores_gemma":[0.9880086,0.0004282944,0.004338635,0.00004674398,0.000009515771,0.0000615934,0.001294224,0.00002199756,0.005790435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005700116,"threshold_uncertainty_score":0.01133388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672070795814485,"score_gpt":0.293529402818789,"score_spread":0.2668086948606442,"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."}}