{"id":"W4237226930","doi":"10.5860/choice.47-1624","title":"Beyond walls: re-inventing the Canada-United States borderlands","year":2009,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Archaeology; Geography; Political science","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":[0.005956056,0.0003375623,0.0005312921,0.003351632,0.02702261,0.02692288,0.001699452,0.00415136,0.01922774],"category_scores_gemma":[0.0131391,0.0003006296,0.0003384268,0.005294223,0.01604141,0.008068542,0.004936188,0.004917678,0.001144308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0947224,"about_ca_system_score_gemma":0.171796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9615974,"about_ca_topic_score_gemma":0.9855247,"domain_scores_codex":[0.9950057,0.001143217,0.00008513696,0.0003870687,0.001580204,0.001798761],"domain_scores_gemma":[0.9890436,0.00319309,0.0003087852,0.0005762641,0.003374988,0.003503241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007096711,0.00002932434,0.003207405,0.0001040944,0.00001047909,0.0003270202,0.06625907,0.000242174,0.0002307839,0.6758698,0.1841277,0.06952117],"study_design_scores_gemma":[0.000007153308,0.000008114151,0.002918094,0.0002829937,0.00001195332,0.00003166746,0.04701006,0.0001400271,0.0001565007,0.01233139,0.9370741,0.00002789759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1300772,0.02347713,0.002358323,0.1970348,0.003872187,0.00007370307,0.0005501692,0.0001493371,0.6424072],"genre_scores_gemma":[0.824317,0.007913189,0.001833162,0.01576439,0.0003308714,0.0000430737,0.0001778491,0.0002528031,0.1493676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0947224,"threshold_uncertainty_score":0.6872623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892600217986306,"score_gpt":0.3056238130282917,"score_spread":0.2766978108484286,"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."}}