{"id":"W6923512607","doi":"10.14288/1.0366489","title":"Ladle","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ladle; Abrasion (mechanical); Refining (metallurgy)","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":[0.0004177243,0.001138064,0.0006035635,0.00216116,0.006202812,0.004457592,0.001004911,0.0009562615,0.608779],"category_scores_gemma":[0.002190686,0.0004288441,0.0003662911,0.001953022,0.001238464,0.004338973,0.004967303,0.002330421,0.3220615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755107,"about_ca_system_score_gemma":0.002669549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06351046,"about_ca_topic_score_gemma":0.2770241,"domain_scores_codex":[0.9995793,0.00005762708,0.00001362646,0.00007080253,0.0001867575,0.00009197196],"domain_scores_gemma":[0.9992574,0.00008025781,0.00001334358,0.0001485798,0.0003008108,0.0001996068],"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":[0.00002285627,0.000005919068,0.00006421281,0.0000622433,0.000001072921,0.00006018835,0.001438419,0.00002028912,0.000230781,0.005462981,0.9720595,0.02057164],"study_design_scores_gemma":[0.000001506155,0.000001594172,0.000126074,0.00003532522,6.769185e-7,0.00004482218,0.0003703945,0.00001445458,0.0001054477,0.0002660799,0.9990281,0.000005452107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001138096,0.0002422878,0.002582563,0.0005984427,0.00122192,0.0001003166,0.006395163,0.005685219,0.9820359],"genre_scores_gemma":[0.008031877,0.0002580291,0.002496424,0.0003725621,0.0002373802,0.00008223723,0.004918617,0.01178301,0.9718198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.391221,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953598670659913,"score_gpt":0.305843370912796,"score_spread":0.2763073842061969,"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."}}