{"id":"W7126006337","doi":"","title":"Étude des fonds d’investissement du Pro-ARIDES : Première phase : analyse du portefeuille","year":2025,"lang":"fr","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Phase (matter); Order (exchange); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002289974,0.003000147,0.003040732,0.0009758677,0.001961625,0.0006454469,0.001674449,0.001891575,0.007678772],"category_scores_gemma":[0.000137987,0.003271774,0.001456449,0.0006023624,0.001435304,0.0008043037,0.001407277,0.001524936,0.006224596],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209588,"about_ca_system_score_gemma":0.0005738178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005788928,"about_ca_topic_score_gemma":0.00009985687,"domain_scores_codex":[0.9868451,0.001324052,0.003448797,0.003385206,0.00240525,0.002591609],"domain_scores_gemma":[0.9943873,0.0001782283,0.002039309,0.002141167,0.00008711065,0.001166898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003118739,0.007271105,0.3580401,0.004861915,0.009663001,0.0006967396,0.01145963,0.5596437,0.02827781,0.002785425,0.01056073,0.006428006],"study_design_scores_gemma":[0.008599984,0.0006349619,0.0005418211,0.00837585,0.006095377,0.0002049184,0.1361752,0.8046565,0.0001247627,0.0006392189,0.02899583,0.004955517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7916508,0.06362484,0.05931923,0.0004050987,0.003150697,0.009880605,0.005239612,0.001083487,0.06564562],"genre_scores_gemma":[0.88573,0.002534991,0.001496093,0.00008575418,0.002052374,0.001272046,0.001729372,0.002020228,0.1030791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574983,"threshold_uncertainty_score":0.9994042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903568001827958,"score_gpt":0.2489878272618964,"score_spread":0.2299521472436168,"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."}}