{"id":"W2597401040","doi":"10.3138/jcfs.36.3.377","title":"The Persistence of Family Farming in the Wake of Agribusiness: A New Brunswick, Canada Case Study","year":2005,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Agribusiness; Agriculture; Family farm; Hobby; Subsistence agriculture; Modernization theory; Intensive farming; Agricultural economics; Business; Economic growth; Economics; Agricultural science; Economy; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008736278,0.000396394,0.0004333807,0.001609772,0.03330428,0.003110836,0.002304518,0.001360152,0.003139388],"category_scores_gemma":[0.002060908,0.0003984738,0.0002953623,0.005675572,0.004977282,0.0009898683,0.002488682,0.002039765,0.0002237961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1293508,"about_ca_system_score_gemma":0.110159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969932,"about_ca_topic_score_gemma":0.999223,"domain_scores_codex":[0.9983583,0.0002408912,0.00004262534,0.0001412454,0.0002902791,0.0009266326],"domain_scores_gemma":[0.9980363,0.0003097694,0.0001436997,0.0000663447,0.0006397865,0.0008041468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002217934,0.0003108125,0.1365944,0.0004452489,0.00007120077,0.05451253,0.7142998,0.001414272,0.002887222,0.02493159,0.0193359,0.04497528],"study_design_scores_gemma":[0.00002475506,0.00005669213,0.06393381,0.0002815108,0.00003897475,0.003183709,0.8452262,0.0005782708,0.0004457333,0.0007100623,0.08545081,0.00006953847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669562,0.001534361,0.0003042037,0.004592346,0.00005235743,0.0001596934,0.0005419006,0.00001158435,0.02584732],"genre_scores_gemma":[0.9844236,0.002101002,0.000635533,0.0009641022,0.000009269483,0.00008117757,0.0002199257,0.00001599263,0.01154941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293508,"threshold_uncertainty_score":0.9385103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139717413881366,"score_gpt":0.3110038823708993,"score_spread":0.1970321409827627,"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."}}