{"id":"W2181726687","doi":"","title":"Installations of the Long-Term Soil Productivity (LTSP) Study of Central British Columbia: One- Year Results for Soil Mesofauna and Macrofauna","year":2002,"lang":"en","type":"article","venue":"","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Soil mesofauna; Productivity; Term (time); Environmental science; Ecosystem; Ecology; Soil water; Soil biology; Soil science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001553639,0.00006154714,0.0001804411,0.000004002765,0.0002271617,0.00004370231,0.000142817,0.00006651858,0.0003682353],"category_scores_gemma":[0.00007354435,0.00003321863,0.00005378114,0.0001515908,0.0001256515,0.00009356227,0.00008530648,0.00006192227,0.000001402259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127421,"about_ca_system_score_gemma":0.000005636946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00879366,"about_ca_topic_score_gemma":0.5715246,"domain_scores_codex":[0.9991386,0.00006709935,0.0002507927,0.0002401101,0.00009550896,0.0002078769],"domain_scores_gemma":[0.9996018,0.00008291306,0.0001276859,0.00007354711,0.00007527268,0.0000388281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006815544,0.001862611,0.9444523,0.00003775477,0.00007745322,0.000001190302,0.0005284665,0.00001544097,0.006202679,0.00005894916,0.00508478,0.04161017],"study_design_scores_gemma":[0.0006169399,0.0004832548,0.9971307,0.000009598744,0.00002169602,0.000003014047,0.0003982213,0.00009205251,0.0008414749,0.0000922891,0.0002286781,0.00008211307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996389,0.00002662979,0.000001065912,0.0004438389,0.0000987641,0.0007117618,0.0001073619,0.00001461247,0.002206946],"genre_scores_gemma":[0.9972763,0.00002121329,0.00002362701,0.00003396174,0.00006752624,0.00002184491,0.000009134606,6.661788e-7,0.002545743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562731,"threshold_uncertainty_score":0.9978068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067784675088761,"score_gpt":0.2023523114856135,"score_spread":0.1716744647347259,"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."}}