{"id":"W2509885632","doi":"10.1086/425807","title":"Hierarchical Perspectives on Marine Complexities: Searching for Systems in the Gulf of Maine. Complexity in Ecological Systems Series. By Spencer Apollonio. New York: Columbia University Press. $59.50 (hardcover); $29.50 (paper). xv + 229 p; ill.; index. ISBN: 0–231–12488–0 (hc); 0–231–12489–9 (pb). 2002.","year":2004,"lang":"en","type":"review","venue":"The Quarterly Review of Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Nova scotia; Library science; Columbia university; Index (typography); Marine research; Download; Oceanography; Geography; Fishery; Environmental ethics; Archaeology; Sociology; Geology; Computer science; Media studies; Biology; Philosophy; World Wide Web","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004314824,0.0009155279,0.004095372,0.0001816584,0.0003383051,0.0001364427,0.003583705,0.0006671151,0.002041081],"category_scores_gemma":[0.0002187858,0.0006279899,0.0008684695,0.001132335,0.002787697,0.0002684596,0.0008598165,0.002010686,0.00004214161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009085346,"about_ca_system_score_gemma":0.0004585123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0392904,"about_ca_topic_score_gemma":0.00315952,"domain_scores_codex":[0.9890538,0.005037327,0.002201573,0.001415121,0.0009177684,0.001374448],"domain_scores_gemma":[0.9944268,0.002324343,0.001228956,0.001673465,0.0000981657,0.0002483103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00212121,0.004593386,0.002252951,0.2318685,0.00135586,0.0001614404,0.007985425,0.0001425073,0.00006070364,0.05190636,0.2542142,0.4433375],"study_design_scores_gemma":[0.0009713203,0.002324346,0.0001423808,0.008973979,0.0001740349,0.0001142577,0.002461395,0.00003315663,1.698516e-7,0.0005721633,0.9836196,0.0006131778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001088428,0.9545409,0.0001808411,0.0008518375,0.0003233768,0.009547039,0.001719682,0.00004322551,0.03268422],"genre_scores_gemma":[0.0003506788,0.9946716,0.0001959856,0.0004651694,0.0002011122,0.0003412183,0.0003359725,0.00006751403,0.003370777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7294054,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329813663605312,"score_gpt":0.2942276737280143,"score_spread":0.2409295370919612,"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."}}