{"id":"W4243672620","doi":"10.1080/19475683.2010.513156","title":"Book Review","year":2010,"lang":"en","type":"article","venue":"Annals of GIS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"History","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":["insufficient_payload"],"category_scores_codex":[0.0004035096,0.00006267049,0.0001705827,0.0000326098,0.00001513075,0.00000391598,0.0001682525,0.00003002742,0.007966626],"category_scores_gemma":[0.0002754938,0.00005477749,0.00008912906,0.0001222023,0.00006238704,0.0001119163,0.00003087519,0.0001075968,0.009170552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.374552e-7,"about_ca_system_score_gemma":0.00001910917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002201856,"about_ca_topic_score_gemma":0.000008558635,"domain_scores_codex":[0.9994102,0.00002341962,0.000170262,0.00009870805,0.000158536,0.0001388862],"domain_scores_gemma":[0.9992537,0.00002406338,0.0001038716,0.000398441,0.0001577677,0.00006215305],"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":[0.000002579151,0.00002693703,0.00006320293,0.0001561417,0.00001062045,0.000001525765,0.00001246342,2.722184e-8,0.01482494,0.000172582,0.9826389,0.002090084],"study_design_scores_gemma":[0.00003818178,0.00002016294,0.001313924,0.0002914225,0.000009946145,0.000002889185,5.616853e-7,0.000001109313,0.02923466,0.0000980048,0.9689297,0.00005944157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02012308,0.8697015,0.00000149944,0.02761866,0.0002017468,0.0003521995,0.00009519463,0.0001378442,0.08176827],"genre_scores_gemma":[0.1355019,0.3334191,0.001180981,0.4697237,0.0006774535,0.00007401797,0.00006401771,0.0003104692,0.05904841],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5362824,"threshold_uncertainty_score":0.9929402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07560758871004189,"score_gpt":0.3843075029137186,"score_spread":0.3086999142036767,"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."}}