{"id":"W3027916076","doi":"10.1111/rec.13211","title":"Richard J. Hobbs: how one ecologist has influenced the way we think about restoration ecology","year":2020,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; University of Victoria","funders":"","keywords":"Restoration ecology; Ecology; Scope (computer science); Sociology; Environmental ethics; Biology; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004692146,0.0002243659,0.0002447353,0.00004809051,0.0006347329,0.0001305788,0.0004621359,0.0002148624,0.002819473],"category_scores_gemma":[0.0003531348,0.0001923589,0.00006698495,0.0003396605,0.0006521962,0.0005497862,0.0003571736,0.000293273,0.002610232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413064,"about_ca_system_score_gemma":0.00004062467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112579,"about_ca_topic_score_gemma":0.005146572,"domain_scores_codex":[0.9979193,0.0004548028,0.0003815968,0.0005341566,0.0003346823,0.0003754592],"domain_scores_gemma":[0.9989147,0.0001813515,0.0003357827,0.0003959669,0.00001827689,0.0001538809],"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":[0.0002718079,0.0005848862,0.1957378,0.00005833614,0.0001373868,0.00005194835,0.006221916,0.02736966,0.03703637,0.009137494,0.7170857,0.006306674],"study_design_scores_gemma":[0.0005798849,0.0005017077,0.5792304,0.000003045092,0.0000358143,0.00000294599,0.0004382145,0.003185987,0.0004656652,0.0005500746,0.4147714,0.0002349104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5457073,0.00009289564,0.002255276,0.445825,0.0005739955,0.001372922,0.00001088626,0.0002087906,0.003953035],"genre_scores_gemma":[0.9655123,0.0002403781,0.0009470364,0.03143043,0.0001279542,0.0001778155,0.0000626296,0.00002137748,0.001480067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419805,"threshold_uncertainty_score":0.9981663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225164357506914,"score_gpt":0.2355766648447815,"score_spread":0.1933250212697123,"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."}}