{"id":"W7070689440","doi":"","title":"@PumpUpThaVolume: Episode108 - Keep On Shining","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knight; Violin; Download; Arrow","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":["insufficient_payload"],"category_scores_codex":[0.0004173052,0.0005368696,0.0004690427,0.0009556728,0.002875664,0.005092515,0.0008098832,0.001666783,0.7984825],"category_scores_gemma":[0.002473825,0.0003581229,0.0003982575,0.00101969,0.000371736,0.003450177,0.003766561,0.002093263,0.5847772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132469,"about_ca_system_score_gemma":0.001032299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006610203,"about_ca_topic_score_gemma":0.02337078,"domain_scores_codex":[0.9995019,0.0000285133,0.00001263499,0.00004259151,0.0002881785,0.0001261023],"domain_scores_gemma":[0.999043,0.00008608559,0.00003924677,0.0001409115,0.0003412742,0.0003493466],"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":[0.00001782684,0.0000101911,0.00006402915,0.00002654579,5.963109e-7,0.00002188125,0.00003445162,0.000007756254,0.00007762977,0.0005605647,0.9873725,0.01180598],"study_design_scores_gemma":[0.000002795989,0.000004443121,0.0003151537,0.00001887587,4.492621e-7,0.0000194926,0.00006055281,0.00001802803,0.00009777207,0.0001915318,0.9992684,0.000002546399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007273385,0.0003189245,0.0003568454,0.001819945,0.002855299,0.0001015033,0.004615963,0.002636119,0.9865681],"genre_scores_gemma":[0.003136283,0.0001959939,0.0002169467,0.0004472203,0.0005134362,0.00004373773,0.002378304,0.001743092,0.991325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2015175,"threshold_uncertainty_score":0.2874402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004394817071384211,"score_gpt":0.1652603350988701,"score_spread":0.1608655180274859,"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."}}