{"id":"W4406184552","doi":"10.1007/978-3-031-75027-4_15","title":"Animal Life Cycle Models (Poikilotherms)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Poikilotherm; Animal life; Environmental ethics; Zoology; Biology; Philosophy; Ecology","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":[0.0001694243,0.001053566,0.0003848317,0.0004515187,0.0002652293,0.0007748562,0.001105559,0.0007435757,0.02828051],"category_scores_gemma":[0.0002851605,0.0003614696,0.0005389749,0.0005032567,0.000402289,0.001103362,0.000665927,0.001009187,0.01115012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012329,"about_ca_system_score_gemma":0.0002453007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196163,"about_ca_topic_score_gemma":0.002504744,"domain_scores_codex":[0.9999312,0.0000165557,0.000003179329,0.00002067248,0.00002283004,0.000005495374],"domain_scores_gemma":[0.9999442,0.00002515191,0.000006008935,0.00000996216,0.00001014183,0.000004542388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006044466,0.0001224265,0.0003273503,0.0006994539,0.0000300879,0.0002122279,0.0002439709,0.04418999,0.008129721,0.5028292,0.1492262,0.293929],"study_design_scores_gemma":[0.000007316165,0.00007984685,0.0004913494,0.0001621925,0.00002201586,0.0002902935,0.0000578591,0.02914801,0.001899713,0.1650684,0.8027535,0.00001960332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005193803,0.01873841,0.4680626,0.00112489,0.001939865,0.0001462939,0.002379221,0.001700373,0.5007146],"genre_scores_gemma":[0.06598017,0.01791846,0.1178103,0.0009443976,0.0003990783,0.0006143953,0.00293497,0.0008457783,0.7925525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02828051,"threshold_uncertainty_score":0.09460771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764391572030577,"score_gpt":0.2084310137763854,"score_spread":0.1907870980560796,"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."}}