{"id":"W2899443035","doi":"10.1002/ecy.2549","title":"The measurement and quantification of generalized gradients of soil fertility relevant to plant community ecology","year":2018,"lang":"en","type":"article","venue":"Ecology","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Ecology; Plant community; Community; Geography; Biology; Environmental science; Ecosystem; Ecological succession","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001696046,0.0001872106,0.0002131912,0.0007099311,0.0002001075,0.0005617855,0.0002298115,0.0002045457,0.0002838458],"category_scores_gemma":[0.004639714,0.0001467914,0.0001981236,0.0006947238,0.0007885597,0.0004180133,0.0005152964,0.0002489062,0.00002296197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009817998,"about_ca_system_score_gemma":0.000923046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05410904,"about_ca_topic_score_gemma":0.09586786,"domain_scores_codex":[0.9994838,0.0003323532,0.00001387736,0.00008384563,0.00005820647,0.00002781372],"domain_scores_gemma":[0.9980698,0.0009980263,0.0004284091,0.0002137542,0.0002261723,0.00006374154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287295,0.00005696082,0.8599755,0.0001585627,0.000246449,0.00005769176,0.0005776336,0.06876821,0.01922432,0.005795416,0.0002831143,0.04472728],"study_design_scores_gemma":[0.00001285894,0.00007339613,0.8876913,0.00001801845,0.00003403827,0.00004553911,0.0003504963,0.1034214,0.00237746,0.005580343,0.000361224,0.00003384809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682857,0.00008242331,0.0306846,0.00004378287,0.000001893316,0.00002594168,0.0002107173,0.00004331523,0.000621648],"genre_scores_gemma":[0.9959667,0.00001363314,0.0039402,0.000005087561,8.272686e-7,0.000006989635,0.00004171814,0.000001662358,0.00002314313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05410904,"threshold_uncertainty_score":0.1075882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07375485039178757,"score_gpt":0.2474184898644471,"score_spread":0.1736636394726595,"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."}}