{"id":"W7044228533","doi":"","title":"Valorization of «Acer saccharum» Leaves Biomass","year":2024,"lang":"ru","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001208282,0.0003040632,0.0001966619,0.0001591368,0.000256333,0.000355818,0.000220829,0.000197555,0.003066214],"category_scores_gemma":[0.0001101594,0.00007716237,0.0002809455,0.0002254574,0.0001130739,0.000181035,0.0001946544,0.0005617416,0.0006985182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430254,"about_ca_system_score_gemma":0.0002428934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089698,"about_ca_topic_score_gemma":0.002752267,"domain_scores_codex":[0.9999115,0.000007524057,0.000003833377,0.00002235144,0.00002170048,0.00003303054],"domain_scores_gemma":[0.9999455,0.00001491972,0.000007127348,0.000007990309,0.00001082721,0.00001361646],"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":[0.0002146111,0.00001816659,0.0002008893,0.00003761152,0.000009670941,0.00005869452,0.00003111777,0.0001205362,0.996223,0.00008195815,0.00005139945,0.00295241],"study_design_scores_gemma":[0.000007304179,0.0001548418,0.003534013,0.000007227115,0.00001166605,0.00005595896,0.00004701368,0.0001575435,0.9930328,0.00004631001,0.002941561,0.000003747255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927332,0.00105697,0.001382497,0.00009003611,0.00006967279,0.00001183523,0.0005229243,0.00003888674,0.0040938],"genre_scores_gemma":[0.9886228,0.0007137225,0.0007921977,0.00004414257,0.00001324682,0.00000825612,0.00124464,0.00003705066,0.008523935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003089698,"threshold_uncertainty_score":0.01025748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799797948897921,"score_gpt":0.2605527041337047,"score_spread":0.2425547246447255,"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."}}