{"id":"W4205533957","doi":"10.3390/en15030673","title":"Forest Products and Circular Economy Strategies: A Canadian Perspective","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Circular economy; Reuse; Resource efficiency; Business; Software deployment; Government (linguistics); Resource (disambiguation); Industrial ecology; Marketing; Environmental economics; Sustainability; Economics; Engineering; Computer science; Waste management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002429527,0.0001421489,0.0001202596,0.0004788079,0.0005738375,0.0005117304,0.0002197777,0.00001654928,0.0003754111],"category_scores_gemma":[0.0000533888,0.0001593143,0.00002762304,0.0004357752,0.00005837836,0.0009215188,0.000341436,0.0001067838,0.00001993424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773766,"about_ca_system_score_gemma":0.0002003866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.289588,"about_ca_topic_score_gemma":0.03803871,"domain_scores_codex":[0.9990465,0.00001205772,0.0001088356,0.000347669,0.0001255934,0.0003593364],"domain_scores_gemma":[0.9995499,0.00001300148,0.00006255721,0.0002335748,0.0001232658,0.00001775906],"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":[0.000008500195,0.00002170525,0.004509081,0.0001631543,0.00005633534,0.0001321409,0.0007219316,0.07025672,0.00001145671,0.9084741,0.01541093,0.000233902],"study_design_scores_gemma":[0.0002068747,0.00001048961,0.003249336,0.000003094368,0.00002741205,0.00000341206,0.1635002,0.001913326,0.000005116581,0.07748463,0.7533457,0.0002504551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7270344,0.0009589695,0.00001556793,0.01271505,0.0003776753,0.0005619369,0.000003943768,0.0001788873,0.2581536],"genre_scores_gemma":[0.9962581,0.000004455087,0.00004233197,0.001815696,0.0004779266,0.0001909683,0.0000242957,0.00002666416,0.001159549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8309895,"threshold_uncertainty_score":0.9795146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007433717998446428,"score_gpt":0.1856292908799166,"score_spread":0.1781955728814702,"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."}}