{"id":"W2042161160","doi":"10.3368/er.22.2.86","title":"Ecological Restoration: British Columbia Style","year":2004,"lang":"en","type":"article","venue":"Ecological Restoration","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecology; Style (visual arts); Geography; Restoration ecology; Environmental science; Archaeology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002000906,0.0001200925,0.0001750199,0.00001178094,0.0004988093,0.00007418104,0.0002062307,0.0001875653,0.01336984],"category_scores_gemma":[0.0001078779,0.0001432081,0.00007974262,0.0001946183,0.001457068,0.0003178402,0.0001556273,0.0002065488,0.002444756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347328,"about_ca_system_score_gemma":0.00002836381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138564,"about_ca_topic_score_gemma":0.03022854,"domain_scores_codex":[0.9984706,0.00009906793,0.0002734462,0.0004584613,0.0004040665,0.0002943606],"domain_scores_gemma":[0.9994512,0.00004845186,0.0001315323,0.0001791422,0.000007135023,0.0001825481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002149776,0.008823221,0.2904376,0.00002416251,0.00005781633,0.001524494,0.001462596,0.06952798,0.01901733,0.001622647,0.570285,0.03700216],"study_design_scores_gemma":[0.0004319955,0.0006231189,0.8710039,0.00000508039,0.00000804455,0.00004538969,0.0001542532,0.00006042077,0.00001681977,0.002684107,0.1247246,0.0002423411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787254,0.00004327077,0.000592051,0.0007317572,0.0002387653,0.000299594,0.000006030003,0.0001135634,0.01924961],"genre_scores_gemma":[0.9890738,0.00004993829,0.001969118,0.001229563,0.0001222938,0.0000741816,0.00004302059,0.00001145851,0.007426658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5805662,"threshold_uncertainty_score":0.998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157198045735324,"score_gpt":0.2052978498053917,"score_spread":0.1937258693480384,"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."}}