{"id":"W7144386124","doi":"10.20575/00000029","title":"Plant species and biomass, soil respiration, soil environment data on Whapmagoostui-Kuujjuarapik, Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Ecosystem; Subarctic climate; Arctic; Abiotic component; Plant community; Shrub; Arctic vegetation; Quadrat","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":[],"category_scores_codex":[0.0001936122,0.0002404701,0.0002098524,0.00005323381,0.0007515522,0.0002852663,0.0003174894,0.0000686914,0.00152874],"category_scores_gemma":[0.0001483525,0.0002148185,0.00002665036,0.0001561668,0.0002790224,0.0007921568,0.0001702779,0.0001713143,0.000061779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007404312,"about_ca_system_score_gemma":0.001286365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8042965,"about_ca_topic_score_gemma":0.9931915,"domain_scores_codex":[0.9978157,0.000078978,0.0003544169,0.0006762728,0.0007528237,0.0003218322],"domain_scores_gemma":[0.9985463,0.0002209716,0.0001054021,0.0008477229,0.00006222755,0.0002173843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006251917,0.0002954167,0.5931587,0.000377219,0.0003062753,0.008195401,0.00054976,0.002528073,0.02023391,0.01034202,0.3599107,0.003477358],"study_design_scores_gemma":[0.0003333611,0.00003956129,0.1676764,0.00009424177,0.00003353964,0.0002630776,0.0002534496,0.0008500104,0.006623318,0.00002588896,0.8234564,0.0003507478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437867,0.005560344,0.00008422631,0.005220101,0.004049452,0.0002318258,0.1344844,0.00005489277,0.006528101],"genre_scores_gemma":[0.7323412,0.002031908,0.0002174063,0.001726318,0.002362005,0.000006906273,0.2586333,0.000012739,0.002668263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4635457,"threshold_uncertainty_score":0.999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705487030095813,"score_gpt":0.2236565476821039,"score_spread":0.1766016773811458,"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."}}