{"id":"W2037411311","doi":"10.7202/1021039ar","title":"Est-ce que le roseau commun exotique envahit les marais adjacents aux routes ?","year":2014,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005327567,0.0004729827,0.0005190361,0.0001125116,0.0009472255,0.0002773375,0.0009254477,0.0004971105,0.0006830767],"category_scores_gemma":[0.0003634097,0.0004586205,0.0001769232,0.000410899,0.0004237249,0.0007004119,0.00008342644,0.0008732045,0.0002785564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008943801,"about_ca_system_score_gemma":0.0009985734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8360502,"about_ca_topic_score_gemma":0.8331748,"domain_scores_codex":[0.9969134,0.0005096572,0.0004064262,0.0005974177,0.0003513357,0.001221747],"domain_scores_gemma":[0.9978234,0.0004865971,0.0002161617,0.0005609163,0.0001677533,0.0007452284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003029204,0.0002176097,0.169448,0.002698659,0.0003788942,0.0007193492,0.005715832,0.01302447,0.0001461379,0.1541678,0.2028968,0.4502835],"study_design_scores_gemma":[0.001096222,0.0003468399,0.08093707,0.0004150728,0.00006651232,0.0002379953,0.0007572697,0.0492043,0.0003214323,0.001745872,0.8639116,0.0009597511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7236922,0.09638785,0.0002997797,0.07308672,0.006077508,0.0009517847,0.001251347,0.0002276991,0.09802513],"genre_scores_gemma":[0.9650862,0.0007437969,0.0004445606,0.003201073,0.0006640826,0.000005851525,0.0004451398,0.00002957207,0.02937974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6610148,"threshold_uncertainty_score":0.9997866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713015625021482,"score_gpt":0.2143658877826626,"score_spread":0.1972357315324478,"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."}}