{"id":"W2884108452","doi":"","title":"A synoptic climatology for the emergence and flight of the mountain pine beetle (Dendroctonus Ponderosae Hopkins)","year":2004,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Dendroctonus; Mountain pine beetle; Climatology; Bark beetle; Meteorology; Geography; Ecology; Forestry; Biology; Curculionidae; Geology","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":[0.0002555224,0.0001368727,0.0001275638,0.000870304,0.0003074202,0.0003827877,0.0001225474,0.0001720607,0.0008124007],"category_scores_gemma":[0.0004095261,0.00008604946,0.000109826,0.0007648126,0.0001271403,0.0002890578,0.0002548674,0.0001708024,0.00009253551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894693,"about_ca_system_score_gemma":0.0002606808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02056539,"about_ca_topic_score_gemma":0.07149673,"domain_scores_codex":[0.9999453,0.00001133068,0.000006093994,0.0000157749,0.00001307111,0.000008387117],"domain_scores_gemma":[0.9996653,0.0000536951,0.000115058,0.00002913928,0.00007314333,0.00006371686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003631496,0.00007488242,0.9590973,0.0001547738,0.0001492641,0.0002901846,0.000733279,0.006214197,0.01094097,0.0008740714,0.0023357,0.01877227],"study_design_scores_gemma":[0.000006057639,0.00004201227,0.9945042,0.000007505339,0.00001685369,0.000075014,0.0002042556,0.002723155,0.0003354535,0.00005666367,0.002023544,0.00000524166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922053,0.0001765334,0.001620837,0.00006442206,0.0000206753,0.00002989722,0.003785241,0.00004468774,0.00205233],"genre_scores_gemma":[0.9944397,0.0001025307,0.001948717,0.00001920337,0.00002152071,0.00002208204,0.003075646,0.000008054249,0.0003624844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02056539,"threshold_uncertainty_score":0.04089135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006640091295524492,"score_gpt":0.2157375596972397,"score_spread":0.2090974684017152,"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."}}