{"id":"W7066801240","doi":"","title":"La complexité sociale en contexte de projets majeurs : étude de trois projets d'infrastructure","year":2023,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zea mays; Institutional change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.002226321,0.0004952272,0.0009244222,0.001359218,0.0003709026,0.0001197041,0.00169745,0.0005947794,0.003750867],"category_scores_gemma":[0.0004020077,0.000562659,0.0003907693,0.001326981,0.001285302,0.0004733752,0.0006683091,0.0009179207,0.0003821609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005383641,"about_ca_system_score_gemma":0.0009929886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4278342,"about_ca_topic_score_gemma":0.9773497,"domain_scores_codex":[0.995552,0.001336938,0.0005536904,0.0008583925,0.0008622264,0.0008367201],"domain_scores_gemma":[0.9968167,0.001467792,0.0007115802,0.0006430641,0.0001477605,0.0002131011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002749934,0.0001001738,0.04483876,0.0001655317,0.000167391,0.0002666896,0.0847084,0.0002697563,0.00003186587,0.01050301,0.005101194,0.8535722],"study_design_scores_gemma":[0.001973727,0.00009900145,0.8414856,0.0005089833,0.0001348569,0.00003731863,0.05880647,0.006029767,0.000005045103,0.04778977,0.04256104,0.0005684138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639725,0.0002062428,0.003725911,0.001847191,0.0005575817,0.00133039,0.0002381277,0.0002097217,0.1279123],"genre_scores_gemma":[0.6661462,0.001129883,0.007066213,0.0001239821,0.0002136247,0.00000632733,0.00003263169,0.0001788788,0.3251023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8530038,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214493077373578,"score_gpt":0.2720522722051941,"score_spread":0.2499073414314583,"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."}}