{"id":"W4411618259","doi":"10.51847/qlihrxhs7d","title":"10.51847/qlihRXHs7D","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodegradation; Environmental science; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008755349,0.001195111,0.0006994061,0.001612882,0.001206556,0.003078874,0.001423486,0.002462111,0.9021683],"category_scores_gemma":[0.0006803325,0.0005448394,0.0007432399,0.001363112,0.0007330746,0.001249026,0.002819811,0.001196369,0.8881204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547635,"about_ca_system_score_gemma":0.000823879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380951,"about_ca_topic_score_gemma":0.002427758,"domain_scores_codex":[0.9993966,0.00006081877,0.00005304697,0.0001607501,0.0002082956,0.0001205952],"domain_scores_gemma":[0.9992275,0.00009461649,0.00004200872,0.0001842804,0.0002383113,0.000213226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006184052,0.0005882609,0.001835154,0.0006096128,0.00003800826,0.0005386249,0.0002068091,0.0005733778,0.03844713,0.006196009,0.1618031,0.7885454],"study_design_scores_gemma":[0.0001119191,0.0001337557,0.002417963,0.0001428282,0.00001348241,0.0004348338,0.0001651684,0.0009999659,0.006467842,0.001273885,0.9878149,0.00002341607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01311358,0.00153374,0.01242545,0.002491531,0.001593044,0.0004878174,0.005371225,0.00960554,0.9533781],"genre_scores_gemma":[0.01112998,0.0002672995,0.003667213,0.000543686,0.00008754936,0.0001103441,0.003457733,0.0005418709,0.9801943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09783173,"threshold_uncertainty_score":0.139545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003721816399624397,"score_gpt":0.153232000514661,"score_spread":0.1495101841150366,"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."}}