{"id":"W6942436570","doi":"10.14288/1.0135231","title":"Prism international","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; CONTEST; Prism; Cover (algebra); STELLA (programming language)","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":[0.003296606,0.001324123,0.001176366,0.004187945,0.002133455,0.01202771,0.003183705,0.003275644,0.7876533],"category_scores_gemma":[0.01509346,0.0009507562,0.001179364,0.005273021,0.001203671,0.006550908,0.005282955,0.003704253,0.6502917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442913,"about_ca_system_score_gemma":0.007664373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509645,"about_ca_topic_score_gemma":0.004160714,"domain_scores_codex":[0.9970362,0.0006182436,0.0003199403,0.0005447174,0.001159171,0.0003216836],"domain_scores_gemma":[0.993105,0.001108916,0.0003741107,0.001671021,0.002676531,0.00106451],"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":[0.00005092267,0.00001753178,0.0001090287,0.0004705626,0.000008943707,0.00005061488,0.00008976558,0.00006884956,0.0001039993,0.01901358,0.9092704,0.07074578],"study_design_scores_gemma":[0.000006431005,0.00000356076,0.0000883623,0.0001254196,0.000002431353,0.00002997287,0.00004549469,0.00001567069,0.00003454732,0.001757979,0.9978865,0.000003649726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000267481,0.003125718,0.004688492,0.007283228,0.01188755,0.0002731757,0.02201732,0.005545484,0.9449115],"genre_scores_gemma":[0.004906047,0.005050593,0.006211517,0.004953729,0.002145941,0.0005999421,0.0222497,0.004770607,0.9491119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2123467,"threshold_uncertainty_score":0.3028868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608894687405873,"score_gpt":0.3549891117923633,"score_spread":0.2989001649183046,"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."}}