{"id":"W4399523244","doi":"10.1002/cc.20541","title":"Issue Information","year":2024,"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":"Mathematics education; Pedagogy; Psychology; Sociology; Political science","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":[0.0002715764,0.0002677923,0.0002684579,0.0005364797,0.0006297558,0.0002551693,0.0002451742,0.0003502075,0.03581296],"category_scores_gemma":[0.00005051281,0.0003024591,0.0001787071,0.0003600893,0.00003238206,0.000377153,0.00004486641,0.0009522807,0.1758396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427197,"about_ca_system_score_gemma":0.0001428116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007530753,"about_ca_topic_score_gemma":0.0005522692,"domain_scores_codex":[0.9990957,0.0001081183,0.0003505493,0.00008269238,0.0001698213,0.0001931679],"domain_scores_gemma":[0.9991324,0.0001548859,0.00004951506,0.000441532,0.0001296549,0.00009201199],"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":[0.000004694586,0.00001328966,9.318842e-8,0.0004855088,0.00008682955,2.770805e-8,0.001639943,0.005911391,0.0000353781,0.00001153491,0.9767966,0.01501466],"study_design_scores_gemma":[0.0002297807,0.00004784081,0.00001761844,0.0001551904,0.00008853088,0.000002622297,0.0007927897,0.004489096,0.00009517327,0.0001370732,0.993659,0.0002853081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005589775,0.002055011,0.007324216,0.0007693408,0.05115892,0.001323038,0.001351656,0.001663519,0.9337953],"genre_scores_gemma":[0.001584605,0.001733673,0.0006286877,0.0001690315,0.002934187,0.0003641181,0.00359868,0.00009739564,0.9888896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1400267,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791759768616763,"score_gpt":0.3066235588861383,"score_spread":0.2687059611999707,"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."}}