{"id":"W4395476755","doi":"","title":"Monitoring the Dynamic of tensions in Industrial Ecology and Symbiosis","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Symbiosis; Ecology; Industrial symbiosis; Industrial ecology; Computer science; Biology; Sustainability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619535,0.0002410165,0.0004016855,0.002469248,0.0007419954,0.002076573,0.0005294719,0.001043687,0.004040951],"category_scores_gemma":[0.006764079,0.0001634142,0.0001678759,0.003471396,0.0005451906,0.001824477,0.001409842,0.000858595,0.0008731809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008482994,"about_ca_system_score_gemma":0.0005586449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567741,"about_ca_topic_score_gemma":0.004394925,"domain_scores_codex":[0.9988301,0.0003616034,0.00005475193,0.0002694799,0.0003568173,0.0001271489],"domain_scores_gemma":[0.993854,0.002284569,0.001878166,0.0003257112,0.0008818705,0.0007756261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005176443,0.0002866626,0.8725043,0.0002173047,0.00009866685,0.0001834635,0.00358452,0.002023348,0.02271303,0.001526416,0.001972951,0.09437158],"study_design_scores_gemma":[0.000010678,0.0002440553,0.9814045,0.00003749376,0.00002556038,0.0001598444,0.00381042,0.004211739,0.002268932,0.002609486,0.005188805,0.00002832456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842014,0.0005909681,0.003898719,0.0003544148,0.00002905544,0.0000528955,0.0009336817,0.00007815712,0.009860703],"genre_scores_gemma":[0.9960216,0.0002328298,0.001844143,0.000064194,0.00003054472,0.00005711559,0.0004598521,0.00001454527,0.001275173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004040951,"threshold_uncertainty_score":0.01351833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922327231745041,"score_gpt":0.2259461824469913,"score_spread":0.2067229101295409,"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."}}