{"id":"W4399481070","doi":"10.1016/j.fopow.2024.05.033","title":"A slow first quarter","year":2024,"lang":"en","type":"article","venue":"Focus on Powder Coatings","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004204075,0.000142066,0.0002160471,0.0002434528,0.0001292327,0.00004388575,0.0001173091,0.00007085673,0.0008918134],"category_scores_gemma":[0.0002630504,0.00009700427,0.00009612187,0.000477933,0.0001626361,0.00008204739,0.00003009109,0.0003489241,0.001274721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006763534,"about_ca_system_score_gemma":0.0001785685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623562,"about_ca_topic_score_gemma":0.00002181687,"domain_scores_codex":[0.998286,0.00001777152,0.0001967133,0.0003815548,0.0007148662,0.0004030998],"domain_scores_gemma":[0.9991326,0.0001838465,0.00002149485,0.000294398,0.00008077863,0.0002869012],"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":[0.0003316229,0.0003838924,0.01110163,0.000826373,0.0001010528,0.002520248,0.01615114,0.00000153019,0.02284837,0.007014309,0.8925049,0.04621497],"study_design_scores_gemma":[0.006103907,0.007866357,0.04056579,0.004974294,0.0002655405,0.001461056,0.003873618,0.00356127,0.04505596,0.004239174,0.881108,0.0009250244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7152234,0.001940461,0.0006065621,0.0844873,0.00131309,0.0008413789,0.00001333093,0.0006397452,0.1949347],"genre_scores_gemma":[0.976559,0.00003460439,0.0001641358,0.002054554,0.0005284023,0.00003251564,0.000006164656,0.00002426593,0.02059634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613356,"threshold_uncertainty_score":0.9995029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166445000928958,"score_gpt":0.3064756832867356,"score_spread":0.284811233277446,"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."}}