{"id":"W4245624489","doi":"10.2138/gselements.15.5.346","title":"Association of Applied Geochemists","year":2019,"lang":"en","type":"article","venue":"Elements","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Geological Survey of Canada","funders":"","keywords":"Association (psychology); Geology; Geochemistry; Philosophy; Epistemology","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":[0.007202562,0.0006486548,0.0008195189,0.003721475,0.002965134,0.004455942,0.001208486,0.003294372,0.119378],"category_scores_gemma":[0.01171875,0.0006170609,0.0006039473,0.005203302,0.001849023,0.00207303,0.005638964,0.003374883,0.06753621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819653,"about_ca_system_score_gemma":0.01658682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036298,"about_ca_topic_score_gemma":0.01136759,"domain_scores_codex":[0.9933904,0.001135167,0.0006486205,0.001171205,0.002780683,0.0008739621],"domain_scores_gemma":[0.9746888,0.002872885,0.002052454,0.003663888,0.01263936,0.004082648],"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":[0.0002284515,0.0002962292,0.01167113,0.0006380496,0.00007050879,0.0002295489,0.0002087386,0.0001851753,0.004816605,0.01514926,0.6355947,0.3309117],"study_design_scores_gemma":[0.000006301906,0.00001807019,0.003701368,0.00006295062,0.000006456497,0.0000895132,0.00005791903,0.00009703925,0.0004237037,0.001354807,0.9941773,0.000004438599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01558452,0.0517863,0.0169694,0.1397587,0.06935091,0.000569198,0.005970753,0.001620864,0.6983894],"genre_scores_gemma":[0.03407558,0.0283451,0.006695413,0.008144596,0.01156651,0.000450641,0.003828791,0.0001875689,0.9067059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.119378,"threshold_uncertainty_score":0.3993592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004502607200436022,"score_gpt":0.222760761811985,"score_spread":0.218258154611549,"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."}}