{"id":"W2619377979","doi":"10.3138/jcfs.36.3.357","title":"Above All, Farming Means Family Farming: Context for Introducing the Articles in This Special Issue","year":2005,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Context (archaeology); Family farm; Commodity; Sociology; Business; Economics; Geography; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008917311,0.0001977559,0.0005245254,0.00003701214,0.0003549358,0.00007969319,0.0003624044,0.00005003515,0.00008973561],"category_scores_gemma":[0.0001338145,0.00005578706,0.0001620163,0.000347944,0.0001537476,0.0002835454,0.0001028697,0.0003126812,0.00003727277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176455,"about_ca_system_score_gemma":0.00002238077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000039452,"about_ca_topic_score_gemma":0.001085946,"domain_scores_codex":[0.9982398,0.0001497797,0.0006145604,0.0001916448,0.0004340779,0.0003701673],"domain_scores_gemma":[0.9980447,0.0009972147,0.0002921051,0.0000390803,0.0005600358,0.00006683434],"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":[0.0004184822,0.0002407136,0.003215764,0.00001420725,0.0005051285,0.00001326226,0.03277854,0.0001882663,0.1219707,0.0007403416,0.588275,0.2516396],"study_design_scores_gemma":[0.0004851623,0.0004362387,0.1278678,0.00009319078,0.00003226106,0.000009638972,0.09231871,0.00005961508,0.005125125,0.0005539517,0.7728253,0.0001929615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629968,0.00733096,0.00001576776,0.02616595,0.0003827478,0.0003815898,0.000007662912,0.000008614079,0.002709856],"genre_scores_gemma":[0.9888828,0.001407854,0.000455981,0.001337533,0.006315791,0.00001863847,0.00000253705,0.000001180205,0.001577658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514467,"threshold_uncertainty_score":0.2729915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159443902635378,"score_gpt":0.3457668301930732,"score_spread":0.2298224399295354,"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."}}