{"id":"W1967098125","doi":"10.7202/706461ar","title":"Le défi du futur","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006770175,0.0002082501,0.0002675881,0.00002125858,0.002364249,0.0001711713,0.0007315848,0.000391571,0.001798564],"category_scores_gemma":[0.00005036562,0.0002471224,0.0002141471,0.001397791,0.0006369522,0.001247285,0.0001232817,0.0002815234,0.002017806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185025,"about_ca_system_score_gemma":0.001212738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1207675,"about_ca_topic_score_gemma":0.2470034,"domain_scores_codex":[0.9973831,0.0002744201,0.0002839372,0.0003991009,0.0007915431,0.0008679124],"domain_scores_gemma":[0.9991288,0.0000760462,0.0002332368,0.0001256508,0.000212449,0.0002238234],"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":[0.000009317662,0.0001703675,0.0005314212,0.00002188949,0.00002461401,0.000004072266,0.1030463,0.00001229338,0.00002441298,0.6955135,0.09287142,0.1077704],"study_design_scores_gemma":[0.0003599831,0.00001810636,0.008038705,0.00002000339,0.00002766199,9.381265e-7,0.02883278,0.0001478146,0.00001426827,0.009433626,0.9527863,0.000319822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09340353,0.002351133,0.00002944073,0.6253687,0.003955529,0.0001556924,0.00002921517,0.00008701087,0.2746198],"genre_scores_gemma":[0.9032724,0.0007698917,0.0003528207,0.02233776,0.03187963,0.00001384275,0.00000466031,0.00002726935,0.04134174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8599149,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837906061317266,"score_gpt":0.2835218144124915,"score_spread":0.2651427537993188,"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."}}