{"id":"W4407655207","doi":"10.1007/978-3-031-66406-9_14","title":"R9 Remine","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victorian Order of Nurses","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007584055,0.0007736027,0.000454878,0.001259842,0.002116145,0.004262645,0.001221634,0.002341548,0.5227706],"category_scores_gemma":[0.002286294,0.0003134763,0.0005709994,0.000785749,0.001009871,0.002332426,0.002841669,0.002365397,0.454237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253769,"about_ca_system_score_gemma":0.001518947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007056408,"about_ca_topic_score_gemma":0.01501272,"domain_scores_codex":[0.9993806,0.00009993823,0.00001871316,0.0001293399,0.000284703,0.00008662669],"domain_scores_gemma":[0.9994953,0.00009073313,0.00002008717,0.0000992595,0.0002045438,0.00008996541],"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":[0.00002694974,0.0000205593,0.00008265525,0.00009369506,0.000002380361,0.00006549158,0.0002708456,0.00007291045,0.000348707,0.05146971,0.8331625,0.1143836],"study_design_scores_gemma":[0.000001027529,0.000003347007,0.00004212732,0.00003175949,5.737314e-7,0.00002217,0.00004432286,0.00001759018,0.00005501087,0.001580141,0.9982001,0.00000181598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001795805,0.0006899672,0.0007941322,0.001614729,0.001344525,0.00003126455,0.0002511881,0.0002594268,0.9948353],"genre_scores_gemma":[0.0005697436,0.000187383,0.0002292572,0.0004807361,0.00008970504,0.00001278956,0.00007964954,0.00009380007,0.9982569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4772294,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006622622721110615,"score_gpt":0.1807396200561113,"score_spread":0.1741169973350007,"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."}}