{"id":"W4392877419","doi":"10.22329/il.v44i1.8543","title":"Books Received","year":2024,"lang":"en","type":"article","venue":"Informal Logic","topic":"Education, Philosophy, and Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Sociology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009604098,0.00007029407,0.00006095896,0.0000312704,0.0001916399,0.0002537064,0.00008304317,0.00003029226,0.00342807],"category_scores_gemma":[0.000009188173,0.00005263014,0.00007247852,0.0000173838,0.0001137295,0.0003409844,0.00001573335,0.0001079358,0.0008965036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001577322,"about_ca_system_score_gemma":0.00004564321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004755981,"about_ca_topic_score_gemma":0.00003192837,"domain_scores_codex":[0.9995826,0.000006428227,0.0001252185,0.0000722971,0.00008184989,0.0001315506],"domain_scores_gemma":[0.9997947,0.00003191619,0.00001505598,0.00008836683,0.00004198741,0.00002803467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001423717,0.000007821568,0.00003335114,0.00003281373,0.00001358122,0.000001157089,0.06436737,0.000001458465,0.000002448387,0.9115986,0.02221281,0.001727153],"study_design_scores_gemma":[0.00004013799,0.00004110809,0.0001622408,0.00001588953,0.000008132673,0.000002011724,0.004838513,0.00009709418,0.00001061619,0.02967161,0.965021,0.00009168927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03257134,0.0004872462,0.000008874526,0.001306124,0.001956909,0.00006755613,0.00001181715,0.0002158683,0.9633743],"genre_scores_gemma":[0.9467127,0.00005179361,0.00003999698,0.002057321,0.001593462,0.00001216593,0.00002111969,0.000006874164,0.04950456],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9428082,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06401105708715357,"score_gpt":0.2722651369713352,"score_spread":0.2082540798841816,"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."}}