{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003398283,0.001197407,0.001314541,0.002142989,0.00146471,0.004142668,0.0011126,0.00142671,0.6031578],"category_scores_gemma":[0.001059352,0.0009011221,0.0005364206,0.0051674,0.0007632268,0.003088015,0.001511926,0.001504282,0.392323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921385,"about_ca_system_score_gemma":0.002011013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02328167,"about_ca_topic_score_gemma":0.08155845,"domain_scores_codex":[0.9996271,0.00003095616,0.00002986904,0.00009866383,0.0001591826,0.00005407327],"domain_scores_gemma":[0.9995969,0.00005462929,0.00002881634,0.00006262813,0.0001664826,0.00009060883],"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":[0.00005708028,0.00002576534,0.000225286,0.0004059572,0.00001004937,0.00004511629,0.0001619539,0.0001606372,0.0001806484,0.01429409,0.8372929,0.1471406],"study_design_scores_gemma":[0.000005228543,0.000004723325,0.0004925798,0.0001882006,0.000002799043,0.00002194612,0.00005931017,0.00001550451,0.00003138524,0.001089276,0.9980861,0.000003057926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008572715,0.0484071,0.0004106169,0.002947503,0.002812756,0.00004128946,0.00984,0.0002268072,0.9344565],"genre_scores_gemma":[0.001774016,0.007836128,0.0002194811,0.0001608515,0.0001009854,0.00001296032,0.002019881,0.0001210466,0.9877546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3968422,"threshold_uncertainty_score":0.5660472,"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."}}