{"id":"W2315603967","doi":"10.14288/1.0106168","title":"A geographical investigation of development potential in the Squamish Valley region, British Columbia","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002725709,0.0001645056,0.0001582197,0.003368029,0.003680122,0.002597844,0.0007508705,0.0002830493,0.003520831],"category_scores_gemma":[0.001535128,0.0002254892,0.0001704313,0.008359133,0.001129227,0.0004075904,0.001065456,0.0004546127,0.0003121727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01335278,"about_ca_system_score_gemma":0.01306275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810109,"about_ca_topic_score_gemma":0.9950101,"domain_scores_codex":[0.9995869,0.00005134363,0.00002154694,0.00005308021,0.0001400143,0.0001471671],"domain_scores_gemma":[0.9986824,0.0001874949,0.0001296101,0.00003527594,0.000699993,0.0002651085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006770642,0.00003470426,0.964468,0.0001564832,0.00003695788,0.0009138323,0.008775359,0.0003759802,0.0008320134,0.001525094,0.003389896,0.01942396],"study_design_scores_gemma":[0.00000222791,0.00001422124,0.9749212,0.00005856422,0.000007618422,0.0001548735,0.02024378,0.0001326907,0.00005352427,0.00006379807,0.00433626,0.00001120464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750786,0.001078102,0.00008297905,0.00042053,0.000008974293,0.00004425512,0.002457453,0.000008788988,0.02082041],"genre_scores_gemma":[0.9933421,0.0008759438,0.000139205,0.0000461976,0.000002868637,0.00002313433,0.0008503689,0.000004182911,0.004716057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898915,"threshold_uncertainty_score":0.09688169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650877238258304,"score_gpt":0.1568875214917345,"score_spread":0.1472366442534762,"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."}}