{"id":"W4391882215","doi":"10.21083/partnership.v18i2.7560","title":"Case For Chapbooks","year":2024,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001785565,0.00004988242,0.00007291843,0.0003661608,0.001092662,0.00280888,0.00008816524,0.00003054981,0.0003098038],"category_scores_gemma":[0.0002951905,0.00002943223,0.00004060187,0.00007679768,0.0003395524,0.01495193,0.00001357744,0.0003478452,0.00001087409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006928239,"about_ca_system_score_gemma":0.0004555664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002656237,"about_ca_topic_score_gemma":0.0004813393,"domain_scores_codex":[0.9992637,0.0001412428,0.0002318553,0.00004070391,0.0001418009,0.0001806749],"domain_scores_gemma":[0.9985105,0.0009832721,0.00005430671,0.00005739477,0.0001547809,0.0002397026],"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":[0.00002750417,0.000002112998,0.000004172653,0.00007642773,0.00004755128,0.0001625282,0.02751115,0.000001131792,2.985043e-7,0.9445879,0.02047943,0.007099795],"study_design_scores_gemma":[0.00008119264,0.0001146638,0.000004082561,0.00004093874,0.00003819807,0.001850142,0.03273454,0.0005366009,0.00001418336,0.007295192,0.9572483,0.00004194818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03332751,0.01309092,0.0000712237,0.2711442,0.0006186155,0.0003993365,0.00008019195,0.00002049968,0.6812475],"genre_scores_gemma":[0.9931544,0.0003356975,0.00002767924,0.001985867,0.000514693,0.000005220402,0.000004637128,0.000004450386,0.003967377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9598269,"threshold_uncertainty_score":0.9988254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317823417260612,"score_gpt":0.3539325501977954,"score_spread":0.2221502084717342,"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."}}