{"id":"W6888891055","doi":"10.25316/ir-18645","title":"Marine plastic debris - exploring sources & transport in coastal British Columbia","year":2023,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debris; Sampling (signal processing); Marine debris; Pacific ocean; Range (aeronautics); Plastic pollution; Ocean current","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":[0.0003664285,0.0003569704,0.0002215864,0.001999244,0.003211188,0.002085519,0.0009991328,0.0003746166,0.003288403],"category_scores_gemma":[0.002125541,0.0003802035,0.0002838344,0.005334424,0.0008518119,0.0008212461,0.001817999,0.0006160916,0.0003856382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01981127,"about_ca_system_score_gemma":0.01594742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848108,"about_ca_topic_score_gemma":0.9941421,"domain_scores_codex":[0.9996284,0.0000457192,0.00002108098,0.00005774523,0.0001210794,0.0001259086],"domain_scores_gemma":[0.9983976,0.0002358034,0.000255361,0.00005525339,0.0008512957,0.0002045658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007478464,0.0001013099,0.9404334,0.0001475396,0.00004710557,0.001168215,0.01715134,0.000830313,0.0008337608,0.0005102143,0.003035392,0.03566651],"study_design_scores_gemma":[0.000005206525,0.00003952887,0.8989453,0.0001696068,0.00002875449,0.0001726453,0.08893318,0.001326727,0.0003168272,0.0001618023,0.009871762,0.00002870676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903753,0.0002783627,0.0001999844,0.0004584801,0.00000826727,0.00005238147,0.001042211,0.00001066847,0.007574278],"genre_scores_gemma":[0.9903877,0.0008157975,0.0006652436,0.000160822,0.000003800387,0.00005088529,0.0008426611,0.00001222568,0.007060769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981127,"threshold_uncertainty_score":0.1437415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048703029156331,"score_gpt":0.1688010710057513,"score_spread":0.1583140407141879,"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."}}