{"id":"W4413323894","doi":"10.4095/st000086","title":"News from the Québec Monitoring Network on Environmental Impacts of Forest Biomass Harvesting","year":2025,"lang":"fr","type":"report","venue":"","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Environmental science; Forestry; Geography; Environmental resource management; Ecology; Biology","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":[0.001726682,0.000893819,0.0006236245,0.002473428,0.002132191,0.004071506,0.001702987,0.002590473,0.06149679],"category_scores_gemma":[0.006131036,0.000435621,0.0005617777,0.004771265,0.0006649836,0.001617956,0.001051442,0.002354456,0.015474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01747252,"about_ca_system_score_gemma":0.02281266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9439697,"about_ca_topic_score_gemma":0.9697417,"domain_scores_codex":[0.9979815,0.00009562456,0.0001227588,0.0001671763,0.001333209,0.000299675],"domain_scores_gemma":[0.9895089,0.0007019649,0.0005652533,0.0003737748,0.007643535,0.001206667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002614536,0.000006766662,0.001215884,0.00005598646,0.00000473734,0.00002410804,0.00001709703,0.00003674414,0.00005992585,0.0001163487,0.9904207,0.008015585],"study_design_scores_gemma":[0.00002560927,0.00001056179,0.0259504,0.0003146068,0.00001347316,0.00002737221,0.0002016774,0.000210104,0.0002105712,0.0001331894,0.972872,0.00003045622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.009039877,0.0173024,0.00200193,0.1598145,0.0302506,0.0008313442,0.5145398,0.002871311,0.2633481],"genre_scores_gemma":[0.04695026,0.0170949,0.004385483,0.05437842,0.005559012,0.0008237147,0.2926093,0.001142197,0.5770566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06149679,"threshold_uncertainty_score":0.2057273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199641182868515,"score_gpt":0.2318633438628372,"score_spread":0.209866932034152,"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."}}