{"id":"W4411404973","doi":"10.1017/9781009158688.008","title":"Spatial Regression and Multiscale Analysis","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Scientific Research Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Regression analysis; Regression; Statistics; Geography; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002318787,0.0002390566,0.0003936383,0.00009401558,0.0003376413,0.00006555438,0.0004129474,0.0002742992,0.00002814047],"category_scores_gemma":[0.0000393575,0.0001126212,0.000238453,0.00004736127,0.0003002837,0.00006545912,0.0006192895,0.0003369061,0.000003389318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006870116,"about_ca_system_score_gemma":0.00001673711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004398293,"about_ca_topic_score_gemma":0.0001170633,"domain_scores_codex":[0.9985175,0.0001102209,0.0001427462,0.0006629588,0.0003151132,0.000251443],"domain_scores_gemma":[0.9990559,0.0003067671,0.0001382569,0.000170627,0.0001358785,0.0001925796],"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":[0.0003095694,0.00003158743,0.000179465,0.00008813995,0.0008599837,0.0003452186,0.00003714902,0.000006341387,0.01341685,0.2345687,0.04447031,0.7056867],"study_design_scores_gemma":[0.0001333969,0.0000399538,0.0009767974,0.00007828671,0.0003428809,0.000001409828,0.00002077664,0.0004393116,0.0006634114,0.00001973295,0.9970154,0.0002686882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001226602,0.0001661011,0.001067506,0.00004829275,0.0001202201,0.0003001826,0.0005230454,0.00007468136,0.9964734],"genre_scores_gemma":[0.001484804,0.0001421457,0.0005468451,0.00001768213,0.00007090141,5.402674e-7,0.0001355606,0.000001231194,0.9976003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.952545,"threshold_uncertainty_score":0.4592561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084392446194241,"score_gpt":0.2683959040119452,"score_spread":0.2275519795500028,"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."}}