{"id":"W2992096633","doi":"","title":"A Novel Botany Phenol Thinner Derived from Lignin and Its Application in Polymer Drilling Fluid","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lignin; Polymer science; Drilling fluid; Polymer; Phenol; Botany; Chemistry; Organic chemistry; Chemical engineering; Materials science; Drilling; Biology; Engineering; Metallurgy","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":[0.0001275459,0.0003474485,0.0001595942,0.0005218628,0.0001398318,0.0002071587,0.0001556715,0.0002630645,0.0004805422],"category_scores_gemma":[0.00009619502,0.0001179871,0.0002265378,0.0002726891,0.0001563184,0.0004624252,0.000250961,0.0003646797,0.0001170179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031253,"about_ca_system_score_gemma":0.0001371667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203545,"about_ca_topic_score_gemma":0.0005843563,"domain_scores_codex":[0.9999352,0.000008614139,0.00000444696,0.00001182916,0.00002718643,0.00001280112],"domain_scores_gemma":[0.9999393,0.000006652406,0.00001993145,0.000003763556,0.00001064575,0.00001972846],"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":[0.00003360079,0.00001747688,0.0002430442,0.0001685435,0.00000669602,0.0001758896,0.00002893032,0.0001554936,0.9924739,0.0001799836,0.00002685265,0.00648947],"study_design_scores_gemma":[0.000007699308,0.0003633377,0.001517259,0.00001268139,0.00003043423,0.0003455344,0.00004958564,0.0006885916,0.9918544,0.00007712305,0.005042228,0.00001116456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673309,0.008739729,0.02095145,0.0001416075,0.00006619467,0.00004974692,0.0001010171,0.00009018173,0.002529196],"genre_scores_gemma":[0.9849756,0.00243489,0.01083604,0.00005582413,0.00001718451,0.00001303074,0.00005587239,0.00001280068,0.0015988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005218628,"threshold_uncertainty_score":0.001607537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09379995516728648,"score_gpt":0.4237168330794224,"score_spread":0.3299168779121359,"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."}}