{"id":"W7084155133","doi":"10.64628/aam.xr59m9njg","title":"One green sea turtle can contain the equivalent of 10 ping pong balls in plastic","year":2025,"lang":"en","type":"article","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Ping pong; Turtle (robot); Ping (video games); Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003971325,0.00006933701,0.000239997,0.0002174606,0.00003168378,0.00001601473,0.0001741394,0.00008595037,0.0006095362],"category_scores_gemma":[0.0001496532,0.00006363522,0.00003910842,0.0003348265,0.00005812138,0.00005306204,0.0000905565,0.0001187994,0.00006556558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111079,"about_ca_system_score_gemma":0.00001538233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960879,"about_ca_topic_score_gemma":0.0006798417,"domain_scores_codex":[0.9991103,0.000006362544,0.0005249509,0.0001906138,0.00001300717,0.0001547247],"domain_scores_gemma":[0.999465,0.0001511795,0.0001611219,0.0001927238,0.00001836809,0.00001153513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007499773,0.00003928218,0.06290866,0.0000170979,0.00002238306,3.156907e-7,0.00003306461,0.00005359475,0.00003231239,0.9351358,0.0001733561,0.001576634],"study_design_scores_gemma":[0.001319522,0.0001192512,0.4734276,0.00009211803,0.000008006099,4.866172e-7,0.0004572546,0.01608686,0.001663416,0.4994926,0.007034152,0.0002986863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872731,0.0002125584,0.003060009,0.004039932,0.0001156452,0.0001789331,0.00003323417,0.00003056608,0.1050561],"genre_scores_gemma":[0.9962831,0.00001996851,0.0001252912,0.0004133103,0.00001249074,0.0000155966,0.000006561112,0.000004330321,0.003119336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4356432,"threshold_uncertainty_score":0.6673995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05317080197396902,"score_gpt":0.2295554671070673,"score_spread":0.1763846651330983,"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."}}