{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006497874,0.00009316755,0.0001673688,0.00002748785,0.0001064262,0.000004045308,0.0001041484,0.00008558051,0.0005903364],"category_scores_gemma":[0.00005566435,0.00008108759,0.00003631315,0.00009212187,0.0002081677,0.00003822768,0.0000419124,0.00008891559,0.00002520142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003224937,"about_ca_system_score_gemma":0.00002459792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009116077,"about_ca_topic_score_gemma":0.001519611,"domain_scores_codex":[0.9995092,0.00003632044,0.0001062542,0.0001250346,0.0001470051,0.0000761765],"domain_scores_gemma":[0.9995638,0.0001118947,0.0001972527,0.00007803646,0.00001433348,0.00003468231],"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":[0.007914079,0.0002778199,0.1011598,0.001855007,0.0006963785,0.00005025998,0.06079797,0.003598586,0.7059863,0.01212172,0.09998936,0.005552758],"study_design_scores_gemma":[0.0009010542,0.0001891268,0.9624862,0.00015573,0.0003173566,0.000004739205,0.003592897,0.005617281,0.003318315,0.0003418656,0.02281913,0.0002563184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926963,0.00004343489,0.0006005096,0.0002441754,0.000129734,0.0001205791,0.00009486896,0.000008169419,0.00606226],"genre_scores_gemma":[0.9975948,0.0002019472,0.0001458819,0.00001178125,0.00001269085,4.683592e-8,0.00009212575,0.000005070942,0.001935661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8613264,"threshold_uncertainty_score":0.646377,"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."}}