{"id":"W4411404985","doi":"10.1017/9781009158688","title":"Spatial Analysis","year":2025,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Data science; Computer science; Cover (algebra); Ecology; Key (lock); Geography; Management science; Artificial intelligence; Engineering; 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":[0.001537854,0.001990939,0.001203479,0.003343863,0.001174479,0.00636598,0.002161466,0.001255096,0.151267],"category_scores_gemma":[0.004562368,0.000758977,0.001773905,0.005344941,0.001310385,0.003702715,0.002776105,0.002176619,0.08157181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383797,"about_ca_system_score_gemma":0.001529828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824574,"about_ca_topic_score_gemma":0.006082156,"domain_scores_codex":[0.9983398,0.0003305828,0.0001033009,0.0004101585,0.0007403682,0.00007580024],"domain_scores_gemma":[0.997988,0.0007631003,0.0001028753,0.0004032103,0.0006539246,0.00008883332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003934171,0.00001271012,0.0003978939,0.0005518291,0.00007271412,0.0001155982,0.0003255221,0.00213021,0.001082381,0.09688555,0.4872865,0.4110998],"study_design_scores_gemma":[0.000006011988,0.000009435445,0.0004268679,0.0001387765,0.00001476769,0.0002343985,0.000149347,0.002538196,0.0003583495,0.02774479,0.9683594,0.00001965372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001452018,0.01564321,0.6277131,0.004631404,0.007931972,0.0003027793,0.01030664,0.0138764,0.3181424],"genre_scores_gemma":[0.01760047,0.01352912,0.4259787,0.002880467,0.002252898,0.0006742177,0.01410484,0.007512212,0.5154673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.151267,"threshold_uncertainty_score":0.5060385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943993711955706,"score_gpt":0.1871081521097731,"score_spread":0.177668214990216,"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."}}