{"id":"W4230618852","doi":"10.1139/cjes-2014-0068","title":"Best Paper Award 2013","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002135191,0.0009591998,0.001155752,0.002725951,0.001894895,0.008355008,0.00178288,0.003915395,0.6230173],"category_scores_gemma":[0.004559666,0.0004400321,0.0008826459,0.001692235,0.000648153,0.002345409,0.003625445,0.002487468,0.5547352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888825,"about_ca_system_score_gemma":0.006641198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004440352,"about_ca_topic_score_gemma":0.01813128,"domain_scores_codex":[0.9983039,0.0001077712,0.00005393164,0.0001805276,0.001009036,0.0003447912],"domain_scores_gemma":[0.993863,0.000173582,0.0001034284,0.0002289182,0.002307925,0.003323193],"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":[0.0000376682,0.0000388375,0.00007181664,0.00005148741,0.000004894375,0.00002521734,0.000006020202,0.00003807596,0.0001719817,0.001838456,0.9594526,0.0382629],"study_design_scores_gemma":[0.00001476042,0.00002221155,0.0003885929,0.0000452795,0.000004147861,0.00002817387,0.00002478206,0.0000820329,0.00008227744,0.001197324,0.9981049,0.000005494986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001278297,0.003743148,0.001454947,0.02597426,0.06032401,0.0004129991,0.003525955,0.0009109041,0.9023756],"genre_scores_gemma":[0.001407572,0.0008987035,0.0003401911,0.001194027,0.001885887,0.00003623667,0.0009161758,0.0001300263,0.9931912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6230173,"threshold_uncertainty_score":0.53772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327332800855589,"score_gpt":0.2339291010019877,"score_spread":0.2106557729934318,"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."}}