{"id":"W4387481123","doi":"10.1515/9780887554070","title":"Community and Frontier","year":2012,"lang":"en","type":"book","venue":"University of Manitoba Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Environmental science; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002607817,0.00008483078,0.0001977035,0.0002046688,0.001372849,0.00005479846,0.0003773818,0.0002685211,0.0001290955],"category_scores_gemma":[0.00001051625,0.0001446825,0.00007305187,0.000005273166,0.001698167,0.000088931,0.0001635599,0.0003954624,0.00001545183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006118302,"about_ca_system_score_gemma":0.0006050615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8772657,"about_ca_topic_score_gemma":0.9846413,"domain_scores_codex":[0.9992782,0.0002038482,0.00006538552,0.00009234164,0.0001952182,0.0001649921],"domain_scores_gemma":[0.9993823,0.00004740518,0.0001266343,0.0002150784,0.00006873597,0.0001598499],"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":[0.00002719325,0.00002949545,0.00004193369,0.0001938233,0.0001162263,0.00001861956,0.05218142,9.395725e-8,0.000001536232,0.1391492,0.7867339,0.02150661],"study_design_scores_gemma":[0.0001202189,0.000009316224,0.0001664219,0.00005009203,0.0001130257,4.035796e-7,0.003917986,1.15814e-7,3.475556e-7,0.0007480578,0.9947408,0.0001332487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003426265,0.0006905179,0.000009563384,0.00001576081,0.0002415289,0.0001367712,0.00008402605,0.00002992651,0.9984493],"genre_scores_gemma":[0.0004338481,0.0003096116,0.00005266024,0.00001895442,0.0001343294,6.824013e-8,0.00001029719,0.000008740168,0.9990315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2080069,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264514532677722,"score_gpt":0.1886559535732753,"score_spread":0.1560108082464981,"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."}}