{"id":"W7045443196","doi":"","title":"Architecture, territoire, information 4.0 : le lac Saint-Jean et la rivière Saguenay : la « valley section » à l’heure des technologies de l’information et des enjeux environnementaux","year":2024,"lang":"fr","type":"book","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Context (archaeology); Chine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521486,0.0004358524,0.0002647707,0.001271262,0.006920227,0.01612401,0.0007402693,0.002287971,0.01639763],"category_scores_gemma":[0.001800499,0.0003534628,0.0003511976,0.003239679,0.006713466,0.004759629,0.003084155,0.00320725,0.001912393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02435706,"about_ca_system_score_gemma":0.02498243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6761133,"about_ca_topic_score_gemma":0.7689631,"domain_scores_codex":[0.9985001,0.0003606542,0.00003250632,0.0001794308,0.0006231199,0.0003042009],"domain_scores_gemma":[0.9987902,0.00024595,0.0001000472,0.00008632834,0.0004903938,0.0002871205],"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":[0.00008558167,0.0000308223,0.009058908,0.0004122394,0.00002977738,0.001349448,0.04818912,0.0008498842,0.001690889,0.6398816,0.1861781,0.1122437],"study_design_scores_gemma":[0.00000241102,0.00000869113,0.004453965,0.0001240233,0.000003573148,0.0001123802,0.005783253,0.000106204,0.0001629007,0.003601089,0.9856269,0.0000145702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06564488,0.04809243,0.008049305,0.1363799,0.002480573,0.00009530286,0.001020647,0.0006118769,0.7376251],"genre_scores_gemma":[0.3853661,0.0267725,0.007787689,0.008164001,0.0007305318,0.00008185693,0.0008481481,0.0004928537,0.5697563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3238867,"threshold_uncertainty_score":0.6515882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009773050308814715,"score_gpt":0.1894176381942102,"score_spread":0.1796445878853954,"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."}}