{"id":"W2162886934","doi":"10.1139/x00-032","title":"Prediction of diurnal change in 10-h fuel stick moisture content","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water content; Environmental science; Relative humidity; Moisture; Meteorology; Automatic weather station; Atmospheric sciences; Humidity; Weather station; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001960618,0.0000868143,0.0001956859,0.0003411798,0.00007870145,0.00003507271,0.0003987479,0.00008988723,0.006700533],"category_scores_gemma":[0.0002436385,0.00007398891,0.00006201285,0.0004978868,0.0002695271,0.0003009762,0.00001857213,0.0005145704,0.0001844166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008360647,"about_ca_system_score_gemma":0.000239595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.156679,"about_ca_topic_score_gemma":0.6086848,"domain_scores_codex":[0.998026,0.0002480952,0.0003981423,0.0001297515,0.0006945499,0.0005034821],"domain_scores_gemma":[0.9989103,0.0001030194,0.00009466402,0.0001729848,0.00008171739,0.0006372948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006789624,0.00003992637,0.9760242,0.00003460513,0.0000110866,0.0003312297,0.0009136884,0.0002786517,0.0005605904,0.00002526279,0.00385312,0.01785973],"study_design_scores_gemma":[0.000508189,0.0004897573,0.9852067,0.0001734456,0.000003395137,0.0001187221,0.00008493851,0.0009503422,0.00006445362,0.00009950103,0.01224721,0.00005338858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911721,0.0004429803,0.000002840717,0.0004620355,0.0001372126,0.0002761862,0.00003239338,0.000001695676,0.007472598],"genre_scores_gemma":[0.9986756,0.00005104588,0.00003654166,0.00002489897,0.000160808,0.000009020141,0.000002155305,0.00001207858,0.001027801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4520058,"threshold_uncertainty_score":0.9942075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07884001882045538,"score_gpt":0.2814391980614024,"score_spread":0.2025991792409471,"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."}}