{"id":"W7097165068","doi":"","title":"The effects of site characteristics on the landscape-level windthrow","year":2011,"lang":"en","type":"article","venue":"","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Windthrow; Shore; Hydrology (agriculture); Wildlife; Natural (archaeology); Disturbance (geology); Fence (mathematics); Scale (ratio)","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":[0.00008228124,0.00007479962,0.00009152539,0.000009259616,0.00007733439,0.000007183429,0.00009697342,0.00002228459,0.00002855932],"category_scores_gemma":[0.00008609924,0.00003375972,0.00003678054,0.00004401429,0.00004196143,0.00001576287,0.00002269175,0.00006908146,0.00003436414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005081393,"about_ca_system_score_gemma":0.000002089975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008970761,"about_ca_topic_score_gemma":0.0008771144,"domain_scores_codex":[0.9996546,0.0000136751,0.00009591859,0.00005072061,0.00007099316,0.0001140822],"domain_scores_gemma":[0.9992989,0.0004500801,0.0000132314,0.0002062313,0.00001751386,0.00001406039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136299,0.0002128919,0.8335406,0.0007084045,0.0007280612,0.00001070089,0.019416,0.00001803798,0.005975584,0.03520675,0.03617893,0.06789043],"study_design_scores_gemma":[0.0000872606,0.00006960113,0.9909838,0.00001545425,0.00001230161,2.510142e-7,0.0001062829,0.0002559085,0.006609491,0.0001674956,0.001629744,0.00006235534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820877,0.00014885,0.0001875484,0.0001031452,0.0003180477,0.0001200557,0.000007311209,0.00007261216,0.0169547],"genre_scores_gemma":[0.9995633,0.00004626633,0.00002519217,0.00001572274,0.000033282,0.00001028521,5.786862e-7,0.000008002184,0.0002974109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1574433,"threshold_uncertainty_score":0.1376681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225816588083189,"score_gpt":0.1853659712128755,"score_spread":0.1627843124045566,"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."}}