{"id":"W1557841978","doi":"10.7202/1009238ar","title":"Le roseau envahisseur : la dynamique, l’impact et le contrôle d’une invasion d’envergure","year":2012,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment Canada; Natural Sciences and Engineering Research Council of Canada; Ministère des Transports","keywords":"Humanities; Geography; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0006069306,0.0003385713,0.0002626782,0.0004240088,0.0009527779,0.001776337,0.0005319524,0.0006438871,0.002579614],"category_scores_gemma":[0.0003348824,0.0002067861,0.0002882135,0.0005105119,0.001018923,0.0009695418,0.0006097845,0.0005053737,0.0004371177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002658174,"about_ca_system_score_gemma":0.001916874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1611561,"about_ca_topic_score_gemma":0.1966567,"domain_scores_codex":[0.9996865,0.00004691905,0.000005399158,0.0001046628,0.00008897416,0.00006755874],"domain_scores_gemma":[0.9997463,0.00004187849,0.00005742066,0.00001568242,0.00009383025,0.00004495409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006231805,0.0001877315,0.1910448,0.001672922,0.0003127467,0.003395858,0.009880616,0.01440691,0.5449349,0.03277224,0.003616438,0.1971516],"study_design_scores_gemma":[0.00005632362,0.0007155625,0.7296003,0.0004155283,0.0002470994,0.001953037,0.01163951,0.0211765,0.04224506,0.009776103,0.1819747,0.0002002548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489769,0.009346562,0.004917197,0.001358551,0.00005532398,0.00004498605,0.0001970453,0.00008523642,0.03501817],"genre_scores_gemma":[0.9817674,0.003033983,0.001350303,0.0001484837,0.00001997082,0.00001485391,0.0001100618,0.00002193989,0.01353294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8388438,"threshold_uncertainty_score":0.3204362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112458878535666,"score_gpt":0.2301898994128245,"score_spread":0.2189440115592579,"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."}}