{"id":"W4293204830","doi":"10.7202/1089850ar","title":"Introduction","year":2022,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complexification; Humanities; Political science; Philosophy; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001345653,0.0002075417,0.0004147468,0.0001813031,0.0004171641,0.0000991679,0.0002966092,0.0001208513,0.162817],"category_scores_gemma":[0.0001067091,0.000326461,0.0002303625,0.0002012956,0.00007630813,0.0002661291,0.0003807664,0.0007518096,0.001261003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481711,"about_ca_system_score_gemma":0.00007079871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366802,"about_ca_topic_score_gemma":0.00002377408,"domain_scores_codex":[0.9979423,0.0001090581,0.0006862161,0.0005693704,0.00005637166,0.0006367434],"domain_scores_gemma":[0.9990754,0.00007362311,0.0003826019,0.0003213185,0.00001970371,0.0001273343],"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":[0.0000123674,0.0001046588,0.002426861,0.00003615573,0.0000884308,0.000006114326,0.001320172,0.0004041387,0.000002052334,0.7405111,0.2482038,0.006884194],"study_design_scores_gemma":[0.0003477015,0.00006505567,0.003912281,0.000004752412,0.00000670589,0.00003643595,0.001108823,0.0005460118,0.00002028427,0.1229784,0.8706458,0.0003277386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06844511,0.05337964,0.0002879567,0.6775787,0.03651591,0.0004252303,0.001068357,0.00008508888,0.162214],"genre_scores_gemma":[0.5779177,0.0103108,0.001302431,0.00844491,0.003550711,0.0002283012,0.0002574249,0.00009704819,0.3978907],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6691338,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778545075497664,"score_gpt":0.3233380443035793,"score_spread":0.2655525935486027,"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."}}