{"id":"W4411405030","doi":"10.1017/9781009158688.004","title":"Spatial Analysis of Point and Quadrat Data","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Quadrat; Point (geometry); Geography; Statistics; Mathematics; Ecology; Biology; Geometry","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":[0.001280034,0.0004142879,0.0004866036,0.003192078,0.000230329,0.00171424,0.0006616265,0.0003586739,0.01176298],"category_scores_gemma":[0.005286249,0.0002362919,0.0005057872,0.008569181,0.000365247,0.00122835,0.0007777313,0.0004707595,0.004795181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410814,"about_ca_system_score_gemma":0.0004455761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005314226,"about_ca_topic_score_gemma":0.008031926,"domain_scores_codex":[0.9987708,0.0002512315,0.00007578489,0.0002183861,0.0006378493,0.00004587363],"domain_scores_gemma":[0.9979649,0.001156116,0.0001292194,0.0002334935,0.0004791628,0.00003718198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009199656,0.00003201197,0.006842755,0.0008629083,0.0001332336,0.0003711832,0.0006315831,0.02443303,0.005074664,0.07014322,0.04721726,0.8441662],"study_design_scores_gemma":[0.00002091236,0.0001046635,0.05267233,0.0003766697,0.00008554896,0.001531373,0.00149698,0.186053,0.007458625,0.1274314,0.6226338,0.0001346404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03355271,0.007863869,0.86303,0.001120612,0.00052956,0.0002355046,0.01999833,0.002994763,0.07067453],"genre_scores_gemma":[0.1410996,0.007488705,0.767667,0.0003916004,0.0002367148,0.000270444,0.02836124,0.001437147,0.0530476],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01176298,"threshold_uncertainty_score":0.03935111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156537162808172,"score_gpt":0.2062047416943878,"score_spread":0.1846393700663061,"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."}}