{"id":"W3084348852","doi":"10.14288/1.0314379","title":"Analyzing Fire Ignition Data in the Kamloops, Lillooet and Merritt fire zones : with implications toward the effects of fire suppression on the landscape.","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire history; Environmental science; Ignition system; Geography; Physical geography; Geology; Engineering; Climate change; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006670833,0.0001507667,0.0001513863,0.002487915,0.0006751727,0.0009568376,0.0004404576,0.000180119,0.0006220111],"category_scores_gemma":[0.002731927,0.0001346373,0.0001529169,0.003995668,0.0004154365,0.0003476595,0.0006371254,0.0004045544,0.0001106266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799699,"about_ca_system_score_gemma":0.002162938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6693541,"about_ca_topic_score_gemma":0.935101,"domain_scores_codex":[0.9995211,0.00008270624,0.00003966737,0.00006523426,0.0001937857,0.000097499],"domain_scores_gemma":[0.9983482,0.0003796419,0.0006283596,0.0001357376,0.0002895885,0.0002184439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005960089,0.00004634539,0.9827727,0.00002310362,0.00004584119,0.00008831984,0.000799586,0.0003909947,0.0005948332,0.00004478774,0.0003935126,0.01474038],"study_design_scores_gemma":[0.000001650403,0.00001125209,0.9980689,0.000008770939,0.000006880686,0.00002105801,0.000895412,0.0003331534,0.00009456736,0.00001348723,0.0005414926,0.00000339619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975884,0.0001637458,0.0001512047,0.00003015555,0.000002511989,0.00001411634,0.0009961756,0.000007621159,0.001046209],"genre_scores_gemma":[0.9962388,0.0001839833,0.0006533421,0.00001601381,0.000002925515,0.00001609831,0.002131233,0.000005374742,0.0007521319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3306459,"threshold_uncertainty_score":0.6651862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107415511608941,"score_gpt":0.1918783485912961,"score_spread":0.1808041934752067,"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."}}