{"id":"W7071926029","doi":"","title":"Understanding aspen in the James Bay area of Québec at multiple scales","year":2014,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taiga; Boreal; Bay; Climate change; Temperate climate; Range (aeronautics); Abundance (ecology); Temperate rainforest; Species distribution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00001585929,0.0001563485,0.0002346769,0.00005349616,0.00007353507,0.00002192374,0.0009173307,0.00004611357,0.00001609135],"category_scores_gemma":[0.000003651766,0.0001168987,0.00002401655,0.0001179087,0.0001249591,0.00009574374,0.0003666109,0.0001069263,4.066138e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401676,"about_ca_system_score_gemma":0.0003269397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966218,"about_ca_topic_score_gemma":0.3715328,"domain_scores_codex":[0.998511,0.00004196589,0.0001975452,0.0002403045,0.0008270424,0.000182119],"domain_scores_gemma":[0.9989175,0.0003509109,0.000201045,0.0004838644,2.236138e-7,0.00004647359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002279762,0.00002722882,0.03205909,0.0001677507,0.00005444975,0.00002059834,0.00008194846,0.00002507728,0.0006535957,0.9084504,0.05320275,0.005234367],"study_design_scores_gemma":[0.0009206608,0.0001377285,0.05186808,0.0008269298,0.00003029445,0.00001805549,0.005124053,0.01621437,0.01893627,0.02975419,0.8751951,0.0009743019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001265186,0.0006804842,0.01287386,0.005677999,0.00008392301,0.0002983499,0.0001220313,0.00003767588,0.9789605],"genre_scores_gemma":[0.9711895,0.0002423553,0.003485842,0.0003787087,0.00001768011,0.00001668594,0.000004546562,0.00003425487,0.02463045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9699243,"threshold_uncertainty_score":0.7507468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325607619566556,"score_gpt":0.1542721842270392,"score_spread":0.1410161080313737,"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."}}