{"id":"W4232918210","doi":"10.3138/jsp.40.4.329","title":"Why Books Still Matter","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtue; History; Media studies; Sociology; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002685116,0.00007754774,0.0001667901,0.0002041354,0.00009468942,0.03272308,0.000695842,0.0001273997,0.0002558681],"category_scores_gemma":[0.003040443,0.0000643154,0.000131424,0.0002398095,0.00005834616,0.08566086,0.00003102557,0.0008845606,0.00002723436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113678,"about_ca_system_score_gemma":0.0002355027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006859869,"about_ca_topic_score_gemma":0.0000442581,"domain_scores_codex":[0.9981073,0.00008954587,0.0003571126,0.00009486334,0.001046558,0.0003046199],"domain_scores_gemma":[0.9982288,0.00007908403,0.0003326798,0.0001017853,0.0008692438,0.0003883799],"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":[0.00002738823,0.0000941181,0.00894199,0.000004041747,0.00002697374,0.00008723108,0.01151062,0.000003642928,0.0003997492,0.01336652,0.6597485,0.3057892],"study_design_scores_gemma":[0.0002279381,0.0000725418,0.01271841,0.00006377217,0.00001097372,0.00001725823,0.0020341,4.503968e-7,0.00002451744,0.004623917,0.9801264,0.00007967457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08982208,0.0007029031,0.0001979502,0.1116111,0.001127821,0.00005986259,0.000001841326,0.00002290613,0.7964535],"genre_scores_gemma":[0.9135442,0.00009506574,0.001951706,0.05090599,0.002647697,4.088624e-7,8.840621e-7,0.00001269882,0.03084131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8237222,"threshold_uncertainty_score":0.968281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691622969180819,"score_gpt":0.2814438078538199,"score_spread":0.2545275781620118,"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."}}