{"id":"W4248541138","doi":"10.1080/02680510902879536","title":"Book reviews","year":2009,"lang":"en","type":"article","venue":"Open Learning The Journal of Open Distance and e-Learning","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003466382,0.0001580539,0.0003923681,0.00005361174,0.001521685,0.002354735,0.0009815692,0.00002955116,0.002466735],"category_scores_gemma":[0.0005136043,0.00009783135,0.00006950893,0.00006175744,0.00009929189,0.002334805,0.0001187482,0.001041189,0.00007646814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003488792,"about_ca_system_score_gemma":0.00007749035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110287,"about_ca_topic_score_gemma":0.00003373172,"domain_scores_codex":[0.9981894,0.0007128537,0.0005256719,0.0001390373,0.0001952046,0.0002378238],"domain_scores_gemma":[0.9985884,0.0002157107,0.0007789846,0.0001443481,0.0001657331,0.0001068655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004392086,0.0001177301,0.001829114,0.0000497314,0.00005708422,0.00001331844,0.6554164,0.0003734773,0.00004017594,0.004204686,0.217422,0.1200371],"study_design_scores_gemma":[0.0003698844,0.000382185,0.00071167,0.0004309351,0.00005169291,0.0000316786,0.05899251,0.00006141519,0.000008083438,0.0003724957,0.9384425,0.0001449775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3462448,0.1582393,0.0007379139,0.0281828,0.003117178,0.002367152,0.000003424876,0.00007190456,0.4610354],"genre_scores_gemma":[0.7928202,0.01298654,0.000233733,0.003381735,0.001288133,0.000006824745,0.000009124379,0.00002377295,0.18925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7210205,"threshold_uncertainty_score":0.9997782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873705130566497,"score_gpt":0.3115628061466439,"score_spread":0.2728257548409789,"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."}}