{"id":"W4247861283","doi":"10.26522/vp.v9i1.618","title":"Plaine","year":2012,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Botany; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003736171,0.0002364091,0.0001781214,0.00001610763,0.0003848168,0.0000824274,0.0002911282,0.0002758408,0.01619513],"category_scores_gemma":[0.0000542579,0.00008217565,0.0001345003,0.0004973566,0.0001823396,0.0003790592,0.0001857581,0.0002697538,0.008091805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004590264,"about_ca_system_score_gemma":0.00001743302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705842,"about_ca_topic_score_gemma":0.0001375315,"domain_scores_codex":[0.9980242,0.0001199987,0.0002403572,0.0002370382,0.0003687078,0.001009755],"domain_scores_gemma":[0.9991703,0.0002081199,0.00006046498,0.00006080193,0.00007254026,0.0004277834],"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":[0.00002733367,0.0004877679,0.0261048,0.00004246946,0.00007639817,0.00001637256,0.001466045,0.000001923099,0.009197751,0.08588273,0.6870304,0.1896659],"study_design_scores_gemma":[0.00007998216,0.00008771884,0.1326358,0.00004783089,0.00001594254,0.00002811132,0.000552718,0.000006319237,0.002647713,0.0005104034,0.8631343,0.0002531279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.355621,0.06459964,0.00001490762,0.5447477,0.003244724,0.0004104487,0.0001141407,0.0001193425,0.03112813],"genre_scores_gemma":[0.4606246,0.003476383,0.0002696211,0.0006307524,0.004797504,0.00001648005,0.0001088569,0.000002452284,0.5300733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5441169,"threshold_uncertainty_score":0.9926805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128613325533674,"score_gpt":0.2416617263698563,"score_spread":0.2203755931145196,"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."}}