{"id":"W2568455580","doi":"10.71781/20447","title":"Facteurs influençant le succès de la restauration des populations de carex faux-lupulina","year":2016,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Art; Humanities; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005760652,0.000254153,0.000255951,0.00001214823,0.0007870307,0.0006792261,0.0007694906,0.00058297,0.004644638],"category_scores_gemma":[0.000961109,0.0001209944,0.0001397763,0.0002238693,0.0002951823,0.000384873,0.0001312768,0.0003727149,0.0002768785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477993,"about_ca_system_score_gemma":0.0003966552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009277425,"about_ca_topic_score_gemma":0.017889,"domain_scores_codex":[0.9979172,0.0003467842,0.0003570488,0.0004693464,0.000295326,0.0006143034],"domain_scores_gemma":[0.9986307,0.0004445145,0.0001798525,0.0001178419,0.0002066565,0.0004204301],"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":[0.0001205476,0.0001461098,0.03057698,0.00002830623,0.00002215734,0.00002571018,0.0005371693,0.000008625684,0.5975365,0.0003270609,0.0003539903,0.3703168],"study_design_scores_gemma":[0.0005282031,0.0002799268,0.7079778,0.000755192,0.00007072067,0.00003265178,0.007555154,0.00009951543,0.2142173,0.006838984,0.06094031,0.0007043217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748537,0.0005326334,0.00001990389,0.001288001,0.00008376913,0.0003216694,0.000233053,0.000003810669,0.02266347],"genre_scores_gemma":[0.9676057,0.0002732731,0.001022461,0.00002762622,0.000234628,0.00004289588,0.0008847666,0.000004620011,0.0299041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6774008,"threshold_uncertainty_score":0.9982482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06889898319279815,"score_gpt":0.366947239317472,"score_spread":0.2980482561246738,"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."}}