{"id":"W2237905289","doi":"","title":"Challenges and Opportunities Faced by Small Communities in New Brunswick: An Introduction","year":2015,"lang":"en","type":"article","venue":"Journal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Political science; Sociology; Identity (music); Representation (politics); Public relations; Library science; Environmental ethics; Social science; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001859037,0.0009181328,0.0005652606,0.003969477,0.0163719,0.01172279,0.00231777,0.00339823,0.00680897],"category_scores_gemma":[0.0024309,0.0005538743,0.0005179516,0.008794234,0.007277462,0.006276064,0.004607124,0.003584544,0.0006562856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07263385,"about_ca_system_score_gemma":0.05878604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9116887,"about_ca_topic_score_gemma":0.9602922,"domain_scores_codex":[0.9983631,0.0004071563,0.0001179414,0.0001357591,0.0002703898,0.000705631],"domain_scores_gemma":[0.998343,0.0005909429,0.0001347744,0.0000339078,0.0005206679,0.0003767426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008954717,0.00009989014,0.01643153,0.004048835,0.00003832507,0.005791832,0.4612186,0.001053104,0.002436038,0.2229439,0.1407218,0.1451267],"study_design_scores_gemma":[0.000003778959,0.00001227591,0.01119366,0.001425466,0.000008518226,0.0004050216,0.2414086,0.00009035901,0.0001714101,0.005177622,0.7400358,0.000067448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1078647,0.4454706,0.004026879,0.2204668,0.01169391,0.000741439,0.001895875,0.0001110389,0.2077288],"genre_scores_gemma":[0.4559903,0.4075287,0.009079866,0.02114783,0.001856689,0.0006002818,0.001179172,0.0001560771,0.102461],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08831131,"threshold_uncertainty_score":0.5269979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537151083317343,"score_gpt":0.2947537043071299,"score_spread":0.1410385959753956,"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."}}