{"id":"W7112208770","doi":"","title":"Accompagner le devenir des paysages québécois : un vecteur incontournable pour la préservation du patrimoine culturel, la mise en valeur des territoires et le développement économique des régions","year":2008,"lang":"","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population; Relation (database); Subject (documents)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002720956,0.00340277,0.002787895,0.001773509,0.002560542,0.001372044,0.002306088,0.002180888,0.001264236],"category_scores_gemma":[0.002042975,0.003401245,0.001117266,0.001841902,0.002513882,0.002566223,0.001197126,0.00224937,0.001905489],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349778,"about_ca_system_score_gemma":0.007860171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1009264,"about_ca_topic_score_gemma":0.4362442,"domain_scores_codex":[0.9848955,0.006297036,0.002307386,0.002879297,0.0009709647,0.002649762],"domain_scores_gemma":[0.9911291,0.001782491,0.002699498,0.00202926,0.001175483,0.001184163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001684141,0.01288407,0.2305623,0.002771134,0.005865211,0.002394474,0.08663713,0.005480739,0.05791268,0.005685205,0.5498629,0.03826005],"study_design_scores_gemma":[0.008283469,0.0003444174,0.2293162,0.003853097,0.0007779181,0.001191713,0.00471635,0.0004279207,0.008909116,0.003738529,0.7346514,0.003789882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588404,0.02183375,0.004620455,0.01875417,0.0006984918,0.005407312,0.00137578,0.001947742,0.08652191],"genre_scores_gemma":[0.6192288,0.0557271,0.09179892,0.000635868,0.002052008,0.001472572,0.001001575,0.004658328,0.2234248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353179,"threshold_uncertainty_score":0.9996646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934463590745158,"score_gpt":0.2440930034142776,"score_spread":0.224748367506826,"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."}}