{"id":"W1491870145","doi":"10.1111/j.1541-0064.2006.00157.x","title":"Fluctuations in land values in a rural municipality in southern Québec, Canada","year":2006,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal","funders":"","keywords":"Geography; Period (music); Land use; Physical geography; Space (punctuation); Environmental resource management; Environmental science; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002882223,0.000296661,0.0003450778,0.0008045324,0.0002873256,0.00007647241,0.0004640072,0.0001595108,0.0002116158],"category_scores_gemma":[0.00005300556,0.0001477679,0.00009822433,0.00617264,0.0003059047,0.0001541546,0.00004420404,0.0003186326,0.000005627168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004269845,"about_ca_system_score_gemma":0.0004482296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999879,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.9974452,0.0001299195,0.0004890703,0.0003924924,0.0002780357,0.00126526],"domain_scores_gemma":[0.9991617,0.0001835999,0.00006335246,0.0001124113,0.00007920137,0.0003997244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009948007,0.00002578793,0.9918097,0.000007571147,0.000008965071,0.0001313,0.0004141961,0.00007623783,0.00008937818,0.0003811897,0.003944472,0.003101294],"study_design_scores_gemma":[0.0002119619,0.00002633466,0.9681455,0.0000552315,0.000003409456,0.000006377422,0.01471705,0.00001887797,0.00000439893,0.00108814,0.01536161,0.0003611458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884304,0.001500616,1.495316e-8,0.007563257,0.0001041008,0.0003746001,0.0002057968,0.0000231259,0.001798129],"genre_scores_gemma":[0.9983092,0.0002715713,0.000008885762,0.0002676282,0.00008104621,0.00009251112,0.0003292737,0.000002978314,0.0006368979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0236642,"threshold_uncertainty_score":0.6025801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007049963594692731,"score_gpt":0.183892890196381,"score_spread":0.1768429266016883,"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."}}