{"id":"W2034359911","doi":"10.1071/am12001","title":"Habitat preference of the Australian water rat (Hydromys chrysogaster) in a coastal wetland and stream, Two Peoples Bay, south-western Australia","year":2013,"lang":"en","type":"article","venue":"Australian Mammalogy","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Bay; Wetland; Habitat; Monotreme; Range (aeronautics); Ecology; Home range; Geography; Population; Biology; Taxonomy (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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015909,0.0003189512,0.0003948439,0.0000531026,0.000144288,0.00003875717,0.000403234,0.0001852442,0.003611948],"category_scores_gemma":[0.0000161122,0.0002044704,0.00008025478,0.000136685,0.001115104,0.0002978465,0.0005389454,0.0003188312,0.0006457767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004546619,"about_ca_system_score_gemma":0.00001163651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00440959,"about_ca_topic_score_gemma":0.09065782,"domain_scores_codex":[0.9979775,0.0001566417,0.0004448736,0.0005009834,0.0002008755,0.0007191172],"domain_scores_gemma":[0.9993526,0.00005331448,0.0001215366,0.000320704,0.00001540783,0.0001364683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002568293,0.00007391922,0.9621951,0.000023973,0.00001488956,0.0000173152,0.001635205,0.00003031711,0.03520423,0.00002945069,0.0006760457,0.00007387885],"study_design_scores_gemma":[0.0007714922,0.0002246243,0.9918088,0.0000314946,0.00004427678,0.00005101085,0.0008104144,0.000004027145,0.00544286,0.0002436915,0.0003230748,0.0002442628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976046,0.000002841961,0.000001287556,0.001431187,0.0001602765,0.0004964797,0.00002886631,0.00001795296,0.0002565111],"genre_scores_gemma":[0.9869738,0.000005400938,0.00009303832,0.00005700987,0.00002588676,0.0000659811,0.00001029803,0.00001587005,0.01275277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08624823,"threshold_uncertainty_score":0.9972989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143990072716258,"score_gpt":0.2538036738874802,"score_spread":0.2223637731603176,"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."}}