{"id":"W2998931797","doi":"","title":"Fibres surface macromolecular rearrangement for biocomposites production","year":2019,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Production (economics); Chemistry; Macromolecule; Materials science; Polymer science; Biochemistry; Economics","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":[0.0002317138,0.0003372667,0.0002286124,0.0003383776,0.0002465347,0.0003025906,0.0002815462,0.0002502755,0.005259125],"category_scores_gemma":[0.0002122728,0.0001398114,0.0002815666,0.0003605813,0.0002397559,0.0005297468,0.0002831743,0.0004949501,0.001295253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784028,"about_ca_system_score_gemma":0.000195897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004003537,"about_ca_topic_score_gemma":0.0008415743,"domain_scores_codex":[0.9998612,0.00001965086,0.000008024771,0.00003214062,0.00004547166,0.00003356616],"domain_scores_gemma":[0.9999292,0.00002223479,0.00001270766,0.00001618815,0.00001103572,0.000008506638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001656493,0.00003960152,0.0001344481,0.000259318,0.000008306813,0.0001312919,0.00009066945,0.0008210375,0.975601,0.001129284,0.0004356132,0.02118381],"study_design_scores_gemma":[0.000009390768,0.0002119135,0.0006594019,0.00002030003,0.00001181988,0.00008778686,0.00002209243,0.0007272254,0.9859908,0.0002350786,0.01201598,0.000008109884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865471,0.0130805,0.04162762,0.0003033177,0.0003001117,0.0002023793,0.0006724462,0.0005037831,0.05676274],"genre_scores_gemma":[0.9568492,0.005626622,0.01691333,0.00009685639,0.00006311389,0.0001179762,0.0005919394,0.0002021824,0.01953884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005259125,"threshold_uncertainty_score":0.0175935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005560799912996704,"score_gpt":0.1949940918900337,"score_spread":0.189433291977037,"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."}}