{"id":"W3014850971","doi":"10.14264/uql.2020.232","title":"Plastic pollution and conservation of imperilled seabird species","year":2020,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plastic pollution; Biodiversity; Marine debris; Microplastics; Debris; Biota; Environmental science; Megafauna; Ecology; Ecosystem; Pollution; Seabird; Geography; Biology; Predation","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":[0.0009728692,0.0002265011,0.0001375063,0.0006827803,0.0009468434,0.001773663,0.0004199765,0.0004055324,0.003982543],"category_scores_gemma":[0.00249083,0.0001069033,0.0001782895,0.0005525616,0.001358386,0.0009520217,0.001267951,0.0003860336,0.0003118401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085642,"about_ca_system_score_gemma":0.0005995958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00985119,"about_ca_topic_score_gemma":0.03384351,"domain_scores_codex":[0.9994137,0.0002023972,0.0000230736,0.0001106966,0.0001258964,0.0001240995],"domain_scores_gemma":[0.9988406,0.0001527221,0.0005153295,0.00005735989,0.0002282948,0.0002057332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003093674,0.0001757516,0.5519168,0.0009183772,0.0003974365,0.0004699033,0.01145128,0.002251008,0.00724641,0.009220995,0.008031788,0.4076108],"study_design_scores_gemma":[0.000009306384,0.0004155156,0.9254809,0.0004606254,0.00008386504,0.000403562,0.01678961,0.0006512859,0.001172926,0.004795402,0.04970746,0.00002953475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544481,0.009993981,0.001540792,0.004109996,0.0001512816,0.00003284509,0.000307955,0.00002965818,0.02938531],"genre_scores_gemma":[0.9950054,0.002005689,0.001002901,0.0003703555,0.00003869889,0.00000920861,0.0001018983,0.000008516645,0.001457397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00985119,"threshold_uncertainty_score":0.0195877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007868898694598041,"score_gpt":0.1716585622415876,"score_spread":0.1637896635469896,"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."}}