{"id":"W6941304696","doi":"10.13140/rg.2.2.23391.28323","title":"The role of analytical chemist in Canada Professor Tareq alasadi ]=","year":2020,"lang":"en","type":"article","venue":"","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemist; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00515251,0.0006627514,0.0007352971,0.001394582,0.006865082,0.004242163,0.001611956,0.003319399,0.04518995],"category_scores_gemma":[0.00639879,0.0004642204,0.0004283146,0.001228238,0.003155884,0.001290674,0.002159557,0.004807601,0.01224998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0294791,"about_ca_system_score_gemma":0.1096192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5327703,"about_ca_topic_score_gemma":0.7337686,"domain_scores_codex":[0.9943827,0.000508183,0.0001847821,0.0007375979,0.002957151,0.001229496],"domain_scores_gemma":[0.9743502,0.0008353979,0.000656573,0.0002738667,0.01234127,0.01154263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001405659,0.00003980495,0.003143432,0.0002495366,0.00001674607,0.0003937051,0.0002732681,0.000107902,0.0014663,0.005743676,0.9320084,0.05641664],"study_design_scores_gemma":[0.00001657801,0.00003134556,0.002960088,0.0000876679,0.000007997398,0.0003740737,0.0004936249,0.0001312629,0.0007017779,0.0006647804,0.9945093,0.00002146543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005553676,0.03739515,0.002550303,0.7669258,0.0962766,0.0002042217,0.000856527,0.0006182278,0.08961956],"genre_scores_gemma":[0.05022569,0.03609955,0.00446538,0.1055493,0.01200324,0.00008707973,0.0003465593,0.0002970547,0.7909262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4672297,"threshold_uncertainty_score":0.9399627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009052084490108825,"score_gpt":0.1846034483173843,"score_spread":0.1755513638272754,"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."}}