{"id":"W2801004615","doi":"10.1016/b978-0-12-409548-9.10606-2","title":"Thermodynamics in Ecology","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Ecology; Environmental science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349115,0.0009224412,0.0005899413,0.001319395,0.0009049174,0.002865501,0.0005223904,0.00108024,0.05119199],"category_scores_gemma":[0.0006625073,0.0003239339,0.0002617168,0.001722283,0.002095399,0.003550693,0.001579275,0.001772127,0.01731445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580432,"about_ca_system_score_gemma":0.0009209373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293215,"about_ca_topic_score_gemma":0.003007437,"domain_scores_codex":[0.9998261,0.00004031626,0.000008265171,0.00003415174,0.00007816949,0.00001303876],"domain_scores_gemma":[0.9998728,0.00005297345,0.00000764528,0.00002365629,0.00002691426,0.00001593237],"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":[0.000004730331,0.0000205378,0.0001314198,0.0002409307,0.000007187576,0.00004395259,0.0003932671,0.0005513192,0.0003324169,0.7540641,0.1192109,0.1249993],"study_design_scores_gemma":[0.000002133368,0.000003808871,0.0002352153,0.0001616581,0.00000281654,0.00006521338,0.0000765138,0.0002958222,0.00009637196,0.334431,0.6646253,0.000004120524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001618698,0.05925934,0.009119655,0.00469046,0.002256562,0.00002374651,0.0002002895,0.0002094161,0.922622],"genre_scores_gemma":[0.03687447,0.03287218,0.00390001,0.001138837,0.002541276,0.00008198834,0.0002486837,0.0002738413,0.9220687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05119199,"threshold_uncertainty_score":0.1712543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253048157951344,"score_gpt":0.2389837193373712,"score_spread":0.2307306711794199,"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."}}