{"id":"W4402079568","doi":"10.47854/t3b3xj89","title":"Agriculture familiale","year":2024,"lang":"en","type":"article","venue":"Anthropen","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001043195,0.0001063711,0.00009518729,0.000006467756,0.0001921533,0.0002005948,0.0002308256,0.0000740996,0.004188107],"category_scores_gemma":[0.000008211695,0.00002415152,0.00007236164,0.0004689537,0.00004627324,0.0001933439,0.00009438902,0.0001387845,0.003186297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001827897,"about_ca_system_score_gemma":0.000009012159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004622958,"about_ca_topic_score_gemma":0.0003559726,"domain_scores_codex":[0.9991546,0.00002613069,0.0001063947,0.0002520937,0.0002132892,0.0002474826],"domain_scores_gemma":[0.9997889,0.00005921559,0.000009393119,0.00002792492,0.0000372557,0.0000773396],"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":[0.000004321994,0.0000290498,0.0006628259,0.00001131803,0.00002387921,0.00006442412,0.00008102458,2.796086e-7,0.213242,0.002602078,0.5422422,0.2410366],"study_design_scores_gemma":[0.00002151272,0.00006530101,0.07826252,0.0000404067,0.000004936903,0.00001856088,0.0002735094,0.000008256715,0.005822883,0.0003585213,0.9149778,0.0001458037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.72655,0.006415666,0.00001426914,0.06563591,0.001278532,0.0008053342,0.00007240373,0.0008772638,0.1983506],"genre_scores_gemma":[0.9638062,0.0005985465,0.0000359678,0.0002333558,0.0006263404,0.00001901697,0.0001326869,6.882545e-7,0.03454726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3727355,"threshold_uncertainty_score":0.9975898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006995705885579,"score_gpt":0.2619705065737103,"score_spread":0.2419005495148545,"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."}}