{"id":"W4413605972","doi":"10.64628/aap.tvenvntgy","title":"Vers une valorisation des ressources végétales boréales","year":2023,"lang":"fr","type":"preprint","venue":"","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Valorisation; Political science; Waste management; Engineering","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":[0.001774342,0.001865916,0.001080018,0.001425655,0.002214407,0.006858983,0.0006786512,0.002063961,0.008090197],"category_scores_gemma":[0.003657552,0.0004068813,0.002626034,0.001740615,0.002120714,0.003208925,0.001098064,0.004208338,0.001271447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00407042,"about_ca_system_score_gemma":0.001359583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07690834,"about_ca_topic_score_gemma":0.04224616,"domain_scores_codex":[0.9979745,0.0004811686,0.00004655018,0.000367168,0.000955674,0.0001750411],"domain_scores_gemma":[0.998919,0.0004749199,0.00008841486,0.0001123307,0.00021736,0.0001880284],"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":[0.004745382,0.001715047,0.01895623,0.001954497,0.00133362,0.005357179,0.00783987,0.08139766,0.2176067,0.3306817,0.01255107,0.315861],"study_design_scores_gemma":[0.003171822,0.003185977,0.2315654,0.0009618541,0.001209938,0.006021075,0.009720343,0.1525818,0.1150704,0.1190646,0.3567365,0.0007103016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8295929,0.007659287,0.07769155,0.003121356,0.0009306629,0.0001172572,0.001002606,0.0008069616,0.07907742],"genre_scores_gemma":[0.9055576,0.008923168,0.02953361,0.0003196448,0.001234645,0.0001093237,0.001122258,0.0002557802,0.05294384],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07690834,"threshold_uncertainty_score":0.1529214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06911670798817356,"score_gpt":0.2781802401306568,"score_spread":0.2090635321424833,"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."}}