{"id":"W4238084991","doi":"10.2138/gselements.14.6.416","title":"Association of Applied Geochemists","year":2018,"lang":"en","type":"article","venue":"Elements","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005058448,0.001004158,0.0009420302,0.002920271,0.0014704,0.005534254,0.002096867,0.003431464,0.3211852],"category_scores_gemma":[0.00870921,0.0008145956,0.0008849532,0.003915713,0.00150021,0.002448765,0.004117382,0.00316289,0.386954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516562,"about_ca_system_score_gemma":0.00759595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488979,"about_ca_topic_score_gemma":0.00857652,"domain_scores_codex":[0.9944817,0.001011739,0.0006505405,0.001231275,0.001995678,0.0006291775],"domain_scores_gemma":[0.9820436,0.001652246,0.001276398,0.00387845,0.009043675,0.002105553],"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":[0.0001049549,0.0001660201,0.003610651,0.000635142,0.00004056867,0.0002862895,0.0001431248,0.000169432,0.003811248,0.004632995,0.6006364,0.3857633],"study_design_scores_gemma":[0.000004950034,0.00001048479,0.0009508307,0.00007719605,0.000003844832,0.0001193111,0.00003612999,0.0001112634,0.00025062,0.0006196235,0.9978116,0.000004035921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006009561,0.02353871,0.04902187,0.04537399,0.04570258,0.001087525,0.012219,0.01072754,0.8063192],"genre_scores_gemma":[0.01555612,0.0137333,0.01966697,0.007634507,0.005026788,0.0006522615,0.008675819,0.001109743,0.9279445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3211852,"threshold_uncertainty_score":0.9682469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007165213287241692,"score_gpt":0.246846672949424,"score_spread":0.2396814596621824,"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."}}