{"id":"W2553105111","doi":"","title":"Building Futures: Career and Community Development in Small New Brunswick Towns","year":2016,"lang":"en","type":"article","venue":"Journal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Futures contract; Work (physics); Sustainability; Sociology; Community development; Economic growth; Career development; Career Pathways; Gender studies; Geography; Political science; Pedagogy; Engineering; Ecology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003631746,0.0007434564,0.002173028,0.0009801269,0.001061877,0.0002179418,0.001303058,0.0003849153,0.00006373935],"category_scores_gemma":[0.002073251,0.0006773315,0.0004174232,0.0007973555,0.0002426706,0.0009742326,0.0008687099,0.00165775,0.00004642563],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459021,"about_ca_system_score_gemma":0.00735785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06443856,"about_ca_topic_score_gemma":0.4069122,"domain_scores_codex":[0.9949761,0.00033703,0.002872671,0.0005156483,0.0002214602,0.001077094],"domain_scores_gemma":[0.995013,0.001272826,0.00188798,0.0007415818,0.0004299282,0.0006546953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004750754,0.001327876,0.699652,0.0005621228,0.002581538,0.0001708164,0.1491849,0.00008764149,0.0002713698,0.07889019,0.01191133,0.05488519],"study_design_scores_gemma":[0.007100559,0.000585775,0.7753162,0.001522492,0.00007198336,0.0001586708,0.01260561,0.0000105257,0.0002433076,0.008784814,0.1921626,0.001437443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709613,0.01618942,0.0009019303,0.008924477,0.001252166,0.0004287486,0.000005128597,0.00005794454,0.001278921],"genre_scores_gemma":[0.9737746,0.009555591,0.01118502,0.0006679411,0.0008955199,0.000002910883,0.000004428274,0.0001131995,0.003800839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3424737,"threshold_uncertainty_score":0.9995678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051441941755205,"score_gpt":0.2739354983736212,"score_spread":0.1687913041981007,"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."}}