{"id":"W7097133254","doi":"","title":"With funding assistance by The Canadian Model Forest Network / McGregor Model Forest","year":2006,"lang":"en","type":"article","venue":"","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Forest cover; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008832644,0.000172998,0.0001029805,0.00005507312,0.0002623023,0.0001221458,0.0001981961,0.00005933653,0.00002410042],"category_scores_gemma":[0.000001724999,0.0001202956,0.00003139058,0.0002478307,0.00004602725,0.0001256018,0.00001902616,0.00008250841,0.00001532966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075522,"about_ca_system_score_gemma":0.00003904587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01384001,"about_ca_topic_score_gemma":0.9335505,"domain_scores_codex":[0.9990057,0.000005299248,0.0001560543,0.0001655786,0.000178399,0.0004889851],"domain_scores_gemma":[0.9995495,0.000009567174,0.00002216188,0.0002691159,0.0000286042,0.0001210304],"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":[0.00000223847,0.00000354733,0.003871355,0.00001004876,0.00001186445,0.000001403875,0.000008559293,0.727824,0.000003192038,0.1177501,0.150436,0.0000777419],"study_design_scores_gemma":[0.000175523,0.000006264656,0.001650649,0.00001112247,0.00001329801,8.625993e-7,0.00001444624,0.9724661,0.000007420012,0.002407947,0.02306326,0.000183177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007122553,0.0001645631,0.7824215,0.0004391635,0.00008633963,0.0002796121,0.00001624697,0.0002865524,0.2091835],"genre_scores_gemma":[0.9811192,0.000008384142,0.005014861,0.0003650889,0.00005417672,0.00004893326,0.00006326685,0.00004619228,0.01327993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9739966,"threshold_uncertainty_score":0.9927269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026453235819807,"score_gpt":0.1781961504308752,"score_spread":0.1679316180726771,"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."}}