{"id":"W7127106274","doi":"10.18357/wg22201638","title":"The changing cultural differences between Japanese and Canadian inner ruralurban fringe residential landscapes","year":2016,"lang":"","type":"article","venue":"Western Geography","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Idyll; Typology; Apartment; Estate; Rural area; Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363277,0.0003688347,0.0003022984,0.0002454804,0.001174837,0.0006217543,0.0005534203,0.0001636388,0.0003189279],"category_scores_gemma":[0.00002038067,0.0001972655,0.0001393384,0.0003914217,0.0005374925,0.0005403699,0.0003048027,0.000202426,0.000295646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006064152,"about_ca_system_score_gemma":0.00001922421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1178608,"about_ca_topic_score_gemma":0.2618733,"domain_scores_codex":[0.9973892,0.0001122734,0.0003504646,0.00055925,0.0004448566,0.00114398],"domain_scores_gemma":[0.9987831,0.0002131317,0.0001492052,0.0003361847,0.00001530705,0.0005031457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000129237,0.000004797567,0.983327,0.000009086703,0.00006527339,0.000009606903,0.00354399,0.000001019064,0.0002150944,0.000007287516,0.00023425,0.0125697],"study_design_scores_gemma":[0.000392244,0.0001060312,0.9913098,0.0001742803,0.00006355479,0.00000588791,0.00144702,0.00003346509,0.00005787753,0.0000492327,0.005963038,0.0003976194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946373,0.001443352,0.000007750867,0.002140212,0.0004976192,0.0002933037,0.0001183744,0.00002930264,0.0008327467],"genre_scores_gemma":[0.9965719,0.000436466,0.000006479951,0.0001248432,0.0003773101,0.00001120797,0.000007026114,0.00002157858,0.002443196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440125,"threshold_uncertainty_score":0.9036013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093646342803722,"score_gpt":0.2052704212881543,"score_spread":0.194333957860117,"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."}}