{"id":"W4365385542","doi":"10.1007/978-3-031-17797-2_4","title":"Books for All Tastes and Wallets","year":2023,"lang":"en","type":"book-chapter","venue":"New directions in book history","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Economics; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004519125,0.001107332,0.001222597,0.003179978,0.003277913,0.01234642,0.0011856,0.001963184,0.3867049],"category_scores_gemma":[0.001672586,0.0006338442,0.000603207,0.00462889,0.001227264,0.006541332,0.002974669,0.003718132,0.2730532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134484,"about_ca_system_score_gemma":0.002716436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004909664,"about_ca_topic_score_gemma":0.01722124,"domain_scores_codex":[0.9994623,0.00008019492,0.00001643751,0.00006008299,0.0003102105,0.00007077494],"domain_scores_gemma":[0.9994432,0.00009725497,0.00002202804,0.00006796551,0.0002369363,0.0001325519],"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":[0.000008827686,0.00002854807,0.00005034775,0.0001095266,0.000002443209,0.00003046543,0.0002673354,0.00003690834,0.0001091324,0.0299268,0.9060627,0.06336691],"study_design_scores_gemma":[0.000001501915,0.000002296011,0.00006776622,0.0000742036,0.000001054602,0.00001581133,0.0001098791,0.00001524562,0.00001394323,0.002285169,0.9974111,0.000002066697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002386383,0.01045299,0.000492292,0.003620498,0.003483822,0.00003849678,0.000271604,0.0002445685,0.9811571],"genre_scores_gemma":[0.0005363056,0.002160442,0.000172292,0.000744451,0.0003994579,0.0000162792,0.0001078904,0.0001079974,0.995755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3867049,"threshold_uncertainty_score":0.874791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06712718663545625,"score_gpt":0.290440494262021,"score_spread":0.2233133076265648,"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."}}