{"id":"W3157784959","doi":"","title":"Relance de l’économie et autonomie alimentaire - Éléments de réflexions","year":2020,"lang":"fr","type":"article","venue":"","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004456702,0.0002290084,0.0002517764,0.00000657244,0.0002813192,0.0001411809,0.0003454259,0.0002380822,0.006252172],"category_scores_gemma":[0.00006854669,0.0001241212,0.000147653,0.0001545737,0.0001934876,0.0002925269,0.0002115184,0.0002570006,0.0005034913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008335453,"about_ca_system_score_gemma":0.0003885386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214071,"about_ca_topic_score_gemma":0.0004070778,"domain_scores_codex":[0.9981789,0.0001987282,0.0003632735,0.0004927787,0.00007335514,0.0006929751],"domain_scores_gemma":[0.9991021,0.0001676592,0.00008734194,0.00007421674,0.00003434705,0.0005343065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007430565,0.0002766102,0.07471389,0.00007781749,0.0000936194,0.00002692994,0.001105516,0.0001462007,0.001149001,0.8438547,0.02634911,0.05213228],"study_design_scores_gemma":[0.0002910838,0.0003258659,0.0811285,0.00002501874,0.00003053265,0.0000111934,0.002362221,0.001536916,0.002318503,0.01403599,0.8975455,0.0003886843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1728925,0.0007606241,0.0002336197,0.8123471,0.0002237605,0.0003059797,0.00005021902,0.00009535233,0.01309089],"genre_scores_gemma":[0.4214109,0.000468736,0.005546975,0.5510201,0.000379656,0.00005037626,0.0000477938,0.000002986246,0.02107245],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8711964,"threshold_uncertainty_score":0.9946563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888884176086266,"score_gpt":0.2530218193178011,"score_spread":0.2241329775569385,"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."}}