{"id":"W7010959643","doi":"","title":"L'apprentissage d'une nouvelle territorialisation des grands projets routiers au ministère des transports au Québec","year":2008,"lang":"en","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Context (archaeology); Christian ministry; Ministry of Transport; Transportation planning; Integrated business planning; Urban planning; Project stakeholder; Project planning","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"],"consensus_categories":[],"category_scores_codex":[0.001195047,0.0004455965,0.0004464251,0.0002067966,0.0008860489,0.0001550431,0.0004820221,0.0002700617,0.00003684274],"category_scores_gemma":[0.0002832121,0.00047282,0.0001802832,0.0004465642,0.0003365502,0.0002652028,0.00003629167,0.0002530822,0.00001333146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005292326,"about_ca_system_score_gemma":0.0004856001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04812919,"about_ca_topic_score_gemma":0.3612891,"domain_scores_codex":[0.9976707,0.0003981028,0.0005409747,0.0004760948,0.0003936499,0.0005204921],"domain_scores_gemma":[0.9982015,0.0002009525,0.0001668002,0.0006702243,0.0005878164,0.0001726298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006486145,0.0004663622,0.007010798,0.002835658,0.0003663733,0.00003075474,0.8531514,0.002168305,0.05376926,0.001268928,0.003031868,0.07583544],"study_design_scores_gemma":[0.003103732,0.000008546855,0.1995794,0.01058183,0.0005773815,0.00007643182,0.01691251,0.009285614,0.7054464,0.001076838,0.04912105,0.004230293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451188,0.00113116,0.01461079,0.0001544301,0.002426438,0.00038174,0.00006919295,0.0006619532,0.03544548],"genre_scores_gemma":[0.9838089,0.001083356,0.006337771,0.000002670346,0.0001188103,0.0001232936,0.001193372,0.00009281669,0.007239053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8362389,"threshold_uncertainty_score":0.9997724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862578946608225,"score_gpt":0.2021976614964774,"score_spread":0.1935718720303952,"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."}}