{"id":"W2052291830","doi":"10.7202/019081ar","title":"Présentation","year":2007,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","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":[0.002080193,0.0002587196,0.0002635651,0.00001630636,0.0004591666,0.00008630571,0.0003508381,0.0006682375,0.01594636],"category_scores_gemma":[0.0002104728,0.0001027517,0.0002439233,0.0004075347,0.0004226448,0.0002827524,0.0001794708,0.000630333,0.002033996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013315,"about_ca_system_score_gemma":0.00005417318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873235,"about_ca_topic_score_gemma":0.0001152866,"domain_scores_codex":[0.9975586,0.0002994899,0.0003788725,0.0004238788,0.0003994557,0.0009396833],"domain_scores_gemma":[0.9984519,0.0009764965,0.0001315299,0.00006152295,0.0001729183,0.0002055547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004425409,0.0002429802,0.01794038,0.00003643884,0.0001042,0.00006411113,0.000872041,0.000003235646,0.02261809,0.05946021,0.482048,0.416566],"study_design_scores_gemma":[0.0003047024,0.0003640399,0.7315093,0.00005770336,0.00003053161,0.00001612242,0.0120029,0.000004361004,0.002950138,0.09287842,0.1593587,0.0005231174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2118329,0.01241904,0.0003306986,0.6525621,0.01735992,0.0008368747,0.00005339668,0.0003027413,0.1043023],"genre_scores_gemma":[0.8422085,0.006001101,0.0008084687,0.003412543,0.004106665,0.0000199383,0.0003816802,0.000004067082,0.143057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7135689,"threshold_uncertainty_score":0.9987431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.26858934730553,"score_gpt":0.4828451079967279,"score_spread":0.2142557606911979,"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."}}