{"id":"W4399061133","doi":"","title":"Identifier et analyser un réseau web avec Hyphe et l'analyse visuelle de réseaux : le cas des Habitats collectifs et écologiques en milieu rural français et québécois et de leurs soutiens","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002697557,0.0004571673,0.0003880952,0.004744981,0.001427297,0.004778777,0.0008188577,0.0009017388,0.004175668],"category_scores_gemma":[0.008523162,0.000295165,0.0005644985,0.005857633,0.001019509,0.003490323,0.001421294,0.0006540137,0.0009196089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003135895,"about_ca_system_score_gemma":0.002748334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4256227,"about_ca_topic_score_gemma":0.5313711,"domain_scores_codex":[0.9978415,0.000569901,0.0000860339,0.0003080519,0.00089517,0.0002994145],"domain_scores_gemma":[0.9849607,0.008950694,0.001194631,0.0007227389,0.003612895,0.0005583146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000421519,0.0001965595,0.7469687,0.0007451873,0.0004189359,0.002138469,0.01810533,0.009252852,0.01288055,0.009297008,0.007669611,0.1919053],"study_design_scores_gemma":[0.00002260479,0.0001307639,0.8833312,0.0002852303,0.0001606595,0.0009159957,0.02741953,0.04470373,0.005236874,0.002425059,0.03526696,0.0001013212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949762,0.001125711,0.02573559,0.001041783,0.00004075552,0.0001587662,0.003077578,0.0005757749,0.01848195],"genre_scores_gemma":[0.9607662,0.0003636772,0.02696997,0.00009500111,0.00002200582,0.0001588771,0.00145851,0.0001675329,0.009998173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5743773,"threshold_uncertainty_score":0.8462906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853274775571689,"score_gpt":0.2771766196415343,"score_spread":0.2586438718858174,"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."}}