{"id":"W2883922611","doi":"10.1115/1.2008-feb-4","title":"Clean Up Duty","year":2008,"lang":"en","type":"article","venue":"Mechanical Engineering","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Environmental remediation; Engineering; Civil engineering; Environmental science; Environmental planning; Waste management; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000553388,0.00005012347,0.00004921366,0.000006573002,0.00004385702,0.000001690699,0.00007605543,0.00005194834,0.0007286982],"category_scores_gemma":[0.00003474887,0.00004624065,0.00002251379,0.00006472822,0.00001505791,0.00005078571,0.00004909058,0.00007671704,0.0004459235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675264,"about_ca_system_score_gemma":0.000001643044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001684203,"about_ca_topic_score_gemma":0.000004201044,"domain_scores_codex":[0.9996443,0.000005892111,0.00006707985,0.0001066726,0.00006036087,0.0001157374],"domain_scores_gemma":[0.9998434,0.00001714789,0.000009015407,0.00008677988,0.000001202314,0.00004248051],"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":[0.0001111557,0.0001980252,0.04039028,0.00002427836,0.00005934836,0.0001844414,0.0007136177,0.03839844,0.7776896,0.05394289,0.01500142,0.07328654],"study_design_scores_gemma":[0.001153362,0.0002297335,0.4548542,0.00002188036,0.00002036873,0.000269697,0.00003878175,0.2338991,0.1436165,0.002049654,0.162888,0.0009586778],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720287,0.000007812521,0.02622689,0.0001507263,0.0002963794,0.0000418599,5.250965e-7,0.0001165994,0.001130507],"genre_scores_gemma":[0.9978578,0.000004967636,0.001239643,0.000157193,0.00003199143,0.000004597438,0.000001426448,0.000005214232,0.00069713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6340731,"threshold_uncertainty_score":0.7978734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158648657713981,"score_gpt":0.1773258952857749,"score_spread":0.1657394087086351,"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."}}