{"id":"W2123053121","doi":"10.14430/arctic294","title":"Arctic Animals and Their Adaptations to Life on the Edge, by Arnoldus Schytte Blix","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Arctic; The arctic; Geography; Biology; Physical geography; Ecology; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001259758,0.0001123172,0.0001006587,0.00001596125,0.0003697945,0.00002018062,0.0001282016,0.00003550504,0.0006114051],"category_scores_gemma":[0.0001640356,0.00006998781,0.00002781805,0.0001512464,0.0001659586,0.00005929469,0.00007207436,0.0001284263,0.0007259168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004428579,"about_ca_system_score_gemma":0.000004830786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111157,"about_ca_topic_score_gemma":0.0001938196,"domain_scores_codex":[0.9993343,0.00004235706,0.0001011793,0.0002200005,0.0000866093,0.0002155608],"domain_scores_gemma":[0.9995597,0.0001637358,0.00003104855,0.0001477744,0.00000670963,0.0000910146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002730614,0.001087721,0.7879323,0.00001317955,0.0001139142,0.00002067069,0.007995248,0.0002923985,0.09718747,0.01099822,0.05763028,0.0364555],"study_design_scores_gemma":[0.0001022572,0.0004534639,0.9926106,0.000009285473,0.00001615663,0.000003907945,0.000361863,0.00002178033,0.000342513,0.001228827,0.004744508,0.0001048687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800979,0.0001478644,0.00002153833,0.01695336,0.00003869473,0.000198738,0.00000521194,0.00002494526,0.002511738],"genre_scores_gemma":[0.9925506,0.00004894358,0.00008381892,0.006706699,0.0000179434,0.00002542885,7.510344e-7,0.000005297763,0.0005605267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046782,"threshold_uncertainty_score":0.9330434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986757748968557,"score_gpt":0.2392541667919784,"score_spread":0.2193865893022928,"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."}}