{"id":"W4220871370","doi":"10.5194/bg-2022-35-rc2","title":"Comment on bg-2022-35","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Joint Research Centre","keywords":"Climate change; Span (engineering); Environmental science; European union; Baseline (sea); Primary production; Meteorology; Environmental resource management; Geography; Economics; Ecology; Ecosystem; Political science; Engineering; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256494,0.00129067,0.001514846,0.001652021,0.002338547,0.006595318,0.003058294,0.02906626,0.1145532],"category_scores_gemma":[0.01390059,0.0006786169,0.002052025,0.002836128,0.001824936,0.002712163,0.002026726,0.0154518,0.1140303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426609,"about_ca_system_score_gemma":0.00631821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08315989,"about_ca_topic_score_gemma":0.05333716,"domain_scores_codex":[0.9978447,0.0001493777,0.0001421481,0.0002589565,0.001233353,0.0003714814],"domain_scores_gemma":[0.9958856,0.0009029735,0.0002425007,0.0003650765,0.002229869,0.0003738905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004112749,0.000008081994,0.00005073789,0.00004005568,0.000002785157,0.00003844296,0.000008133631,0.00003886049,0.00006780207,0.0006046975,0.9975314,0.001567865],"study_design_scores_gemma":[0.00004654156,0.00001097214,0.001208637,0.0001074051,0.000008093635,0.00002005501,0.00003244647,0.0001145731,0.0001930082,0.001441088,0.9967908,0.00002645212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007111398,0.002501654,0.000885281,0.4215428,0.3746348,0.0005313477,0.03825011,0.004094394,0.1568485],"genre_scores_gemma":[0.006606144,0.001638908,0.001293779,0.6351392,0.06006607,0.0007173829,0.01030908,0.001667025,0.2825624],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1145532,"threshold_uncertainty_score":0.3832186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720392479853086,"score_gpt":0.2901379089434855,"score_spread":0.2629339841449547,"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."}}