{"id":"W7133011702","doi":"","title":"Modelling the Range Shift of Boreal Tree Species with Limitations by Dispersal Distance and Disturbance-Driven Clearing Availability (Northwestern Ontario)","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Range (aeronautics); Taiga; Deciduous; Species distribution; Clearing; Boreal; Climate change; Seed dispersal","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":[0.00014535,0.0001585586,0.0001064139,0.0001863592,0.0004756976,0.000463009,0.0004355261,0.0002054435,0.001640079],"category_scores_gemma":[0.0005702527,0.0001719615,0.000259404,0.0002989963,0.0002740768,0.0002407115,0.0002469459,0.0002264558,0.00009326983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005959718,"about_ca_system_score_gemma":0.003721731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9034106,"about_ca_topic_score_gemma":0.9513292,"domain_scores_codex":[0.9999516,0.000007152252,0.000001853371,0.00001458382,0.000007947739,0.00001672169],"domain_scores_gemma":[0.9998424,0.00004846226,0.00002887801,0.00001018645,0.0000397364,0.00003034305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009550989,0.00002574394,0.1695933,0.00006615184,0.00005372703,0.0001661716,0.0003633557,0.8114375,0.003016551,0.002433286,0.001243503,0.01150523],"study_design_scores_gemma":[0.00003839511,0.00004804605,0.2077919,0.0000289962,0.00003942102,0.00007177052,0.0004585367,0.7836444,0.0007391654,0.00148882,0.005620124,0.00003038468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908469,0.00006786591,0.003193285,0.0001233564,0.000003758963,0.0000152665,0.0009928104,0.00002906396,0.004727719],"genre_scores_gemma":[0.9957687,0.00007586323,0.001883146,0.000009688479,0.000001461857,0.00001257436,0.0005010057,0.000007158704,0.001740446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09658945,"threshold_uncertainty_score":0.1943165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764939964418972,"score_gpt":0.2529394617891221,"score_spread":0.2152900621449323,"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."}}