{"id":"W6982330524","doi":"","title":"Hydrothermal liquefaction of pulp and paper mill residues for renewable biocrude production","year":2024,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Traditional Chinese Medicine Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Emperipolesis; Triacetin; Demotion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001045058,0.000154775,0.000250968,0.0001334126,0.000151924,0.0003460216,0.0001179668,0.0001777609,0.002733612],"category_scores_gemma":[0.0001352738,0.000108182,0.0002047008,0.0002003116,0.00008417494,0.0002545417,0.0001900603,0.0003635436,0.0006329311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661119,"about_ca_system_score_gemma":0.0002041508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005810512,"about_ca_topic_score_gemma":0.001843647,"domain_scores_codex":[0.9999672,0.00000371128,0.000002796339,0.000006604076,0.00001073711,0.000008959642],"domain_scores_gemma":[0.9999799,0.000006272264,0.000003152846,0.000002016425,0.000005017586,0.000003707316],"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":[0.0001367088,0.00005408728,0.0001032349,0.0002499709,0.00001158711,0.00009356494,0.00008766533,0.0005848102,0.9745253,0.0002303185,0.0003327989,0.02358984],"study_design_scores_gemma":[0.00001471044,0.0002393822,0.001353401,0.00003651868,0.00001859239,0.00005747563,0.00006566734,0.0009030427,0.9926696,0.00005618384,0.004578731,0.000006669073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660308,0.01208883,0.006204684,0.0003178165,0.0001879201,0.0001040829,0.0003923248,0.00005926327,0.0146141],"genre_scores_gemma":[0.9605173,0.01276852,0.005341031,0.00007574823,0.00004027024,0.0000554132,0.0002735074,0.00003886544,0.0208893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733612,"threshold_uncertainty_score":0.009144843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095817759077276,"score_gpt":0.2365082522240049,"score_spread":0.2255500746332322,"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."}}