{"id":"W2492697752","doi":"10.5539/enrr.v6n3p25","title":"Mechanisms, Determinants and Model of Early Succession on the Lateritic Plateau of the Sahelian Part of Western Niger","year":2016,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de la Recherche Agronomique","keywords":"Ecological succession; Vegetation (pathology); Secondary succession; Pioneer species; Environmental science; Ecology; Ecosystem; Plateau (mathematics); Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004080168,0.00006996136,0.0001325791,0.0000112813,0.0002200202,0.00000598711,0.0001900893,0.00005638569,0.00004034508],"category_scores_gemma":[0.00004837767,0.00001588402,0.00003057643,0.00005861817,0.0006623843,0.00003563584,0.000287319,0.0001016649,0.000001661294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007703567,"about_ca_system_score_gemma":0.000001600824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003465037,"about_ca_topic_score_gemma":0.00006198727,"domain_scores_codex":[0.9990899,0.0001467897,0.0001454391,0.0001464997,0.0002913671,0.0001800108],"domain_scores_gemma":[0.9993017,0.0005228549,0.00006891769,0.00006448018,0.00001277132,0.00002924873],"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":[0.0001475196,0.00003594632,0.2967034,0.000009771957,0.00001366192,5.94673e-7,0.0004873228,0.000001070289,0.6895846,0.00007546425,0.00002721297,0.01291348],"study_design_scores_gemma":[0.0001126684,0.0004201691,0.9584073,0.00009583001,0.000005310632,6.09743e-7,0.0003740151,0.00005230697,0.03910878,0.0009196237,0.000449351,0.00005398518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978945,0.0002878519,1.801431e-7,0.001614057,0.00001296456,0.0001327752,0.00002248441,0.000001621408,0.00003358216],"genre_scores_gemma":[0.998125,0.0005504533,0.000003957518,0.00001810203,0.00001088245,0.000006085107,1.964163e-7,7.251725e-7,0.001284591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.661704,"threshold_uncertainty_score":0.2440582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966656830081479,"score_gpt":0.2546484038117187,"score_spread":0.2149818355109039,"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."}}