{"id":"W4248730473","doi":"10.1002/cc.20180","title":"Issue Information","year":2016,"lang":"en","type":"paratext","venue":"New Directions for Community Colleges","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Community college; World Wide Web; Library science; Medical education","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002740952,0.000260864,0.0002791561,0.0004206402,0.0007991209,0.0001221804,0.0002802064,0.0003518565,0.05538641],"category_scores_gemma":[0.00007815222,0.0002575745,0.000154826,0.0002062866,0.00004116032,0.0004924044,0.00003708807,0.000533656,0.1082539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297198,"about_ca_system_score_gemma":0.0001290546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004494613,"about_ca_topic_score_gemma":0.0003584435,"domain_scores_codex":[0.9990385,0.0001460374,0.000353661,0.00007512203,0.0001688877,0.000217802],"domain_scores_gemma":[0.9988906,0.0002299936,0.00008537788,0.0005099862,0.0001790859,0.0001048935],"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":[0.000007760738,0.00001414055,3.404309e-7,0.0001716072,0.00005809941,1.010275e-8,0.0007515838,0.001142272,0.00007624007,0.000007508283,0.9667965,0.03097392],"study_design_scores_gemma":[0.0005015336,0.00005058562,0.00005573092,0.0001260619,0.00004177493,0.000001616306,0.0003601282,0.0006513539,0.0001629038,0.00008665698,0.9976683,0.0002933606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004242047,0.0005520084,0.02625308,0.0008073733,0.03006781,0.001295635,0.00140926,0.001022067,0.9381686],"genre_scores_gemma":[0.001351121,0.001969805,0.0007146326,0.0001851021,0.003071694,0.0003541551,0.001989654,0.00008149618,0.9902824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05286748,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635484270036524,"score_gpt":0.2983808461481441,"score_spread":0.2620260034477788,"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."}}