{"id":"W7067956571","doi":"","title":"An Nasc (Volume 13), Spring 2001","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Irish; Head (geology); SAINT","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002430827,0.0004636035,0.0004205572,0.0009590709,0.0009962184,0.000112138,0.0008731328,0.0003177329,0.0003033087],"category_scores_gemma":[0.00002203362,0.0006034214,0.0002521733,0.0008914726,0.000293754,0.001642004,0.0002665984,0.0006563281,0.0003589291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590846,"about_ca_system_score_gemma":0.0003158501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096792,"about_ca_topic_score_gemma":0.000193285,"domain_scores_codex":[0.997617,0.0001384675,0.0002687617,0.0007152622,0.0005273463,0.0007331415],"domain_scores_gemma":[0.9985219,0.00006201266,0.0001180132,0.0006117668,0.0001977429,0.0004885555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000711379,0.0005958671,0.1413349,0.0007014511,0.0006858167,0.007466232,0.0006082238,0.7190565,0.02774459,0.09328794,0.004120501,0.003686497],"study_design_scores_gemma":[0.002754248,0.0004134178,0.04129112,0.0005452801,0.0002720271,0.0003766324,0.001821396,0.1080987,0.001213948,0.0001329044,0.8407591,0.00232128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537661,0.00007622362,0.003929372,0.00009849853,0.0012362,0.0002678125,0.00003361938,0.0007934671,0.1397986],"genre_scores_gemma":[0.9694375,0.000066117,0.001259895,0.00004892422,0.0002443808,2.467171e-7,0.00006255836,0.00003901108,0.02884133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8366386,"threshold_uncertainty_score":0.9996417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005772699247919809,"score_gpt":0.165833045964658,"score_spread":0.1600603467167382,"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."}}