{"id":"W2593707724","doi":"10.1002/cc.20236","title":"Editors’ Notes","year":2017,"lang":"en","type":"article","venue":"New Directions for Community Colleges","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Media studies; Computer science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007791457,0.00006763643,0.0001007151,0.00004685548,0.0121619,0.0003578283,0.0005818446,0.00006599107,0.0002660238],"category_scores_gemma":[0.00330883,0.00007319576,0.0000910879,0.0000824381,0.0003763328,0.0002708575,0.00007076889,0.000157506,0.00003948556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555057,"about_ca_system_score_gemma":0.0003900889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08992075,"about_ca_topic_score_gemma":0.1170382,"domain_scores_codex":[0.9992527,0.0002256665,0.0001091191,0.00008226168,0.000144182,0.0001860881],"domain_scores_gemma":[0.9981708,0.0007829397,0.00007533552,0.0006840485,0.0001366038,0.0001502982],"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":[0.00002195428,0.000710697,0.01696332,0.00001427004,0.00004288281,5.680869e-8,0.03298711,0.000002580495,0.00003445572,0.03321363,0.8705886,0.04542045],"study_design_scores_gemma":[0.0001900188,0.000031011,0.01609529,0.000009978195,0.00001321883,1.116741e-7,0.01104092,0.000003051453,0.0001003452,0.006005663,0.9664267,0.00008373407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1698507,0.00009936396,0.0005802958,0.2386119,0.02473093,0.001398756,0.00007761356,0.0005499947,0.5641004],"genre_scores_gemma":[0.9452655,0.00006277323,0.0009782265,0.0001945252,0.003531886,0.00009514262,0.000009250898,0.00001026647,0.04985237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7754149,"threshold_uncertainty_score":0.9891241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088524318101222,"score_gpt":0.4059286123292634,"score_spread":0.2970761805191412,"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."}}