{"id":"W4395459705","doi":"10.1515/9780228020721-001","title":"Acknowledgments","year":2024,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Federation for the Humanities and Social Sciences","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004451563,0.0004996132,0.0004275113,0.0002383427,0.0007167695,0.00009672363,0.0005754857,0.0005556578,0.001219793],"category_scores_gemma":[0.000003341847,0.0004859084,0.0003192773,0.000002586176,0.0005584682,0.0001213572,0.0005858092,0.0008413549,0.0006152316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935601,"about_ca_system_score_gemma":0.00002409933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002545605,"about_ca_topic_score_gemma":0.00002347271,"domain_scores_codex":[0.998587,0.00001515114,0.0002001275,0.000598222,0.00024994,0.0003495695],"domain_scores_gemma":[0.9990094,0.00002098443,0.0001446261,0.000518928,0.0001876598,0.0001184533],"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":[0.00002202064,0.00001253597,1.025762e-7,0.0001119647,0.000354037,0.0002344797,0.001565814,2.423826e-7,0.000001188159,0.8889202,0.1081596,0.0006177453],"study_design_scores_gemma":[0.0002573836,0.00006794864,1.429748e-7,0.0002705792,0.0004417081,0.00000201248,0.0006161749,0.000001684063,0.00005154816,0.01504709,0.9827083,0.0005353852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000147237,0.00001943633,0.000001917821,0.0001793243,0.0008769712,0.0003281783,0.001364536,0.0007817092,0.9964464],"genre_scores_gemma":[0.0006203454,0.0001728068,0.00001469656,0.0001444168,0.0004512724,0.000001857627,0.000099577,0.000083952,0.9984111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8745487,"threshold_uncertainty_score":0.9997593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260216673381479,"score_gpt":0.2016922977356491,"score_spread":0.1790901310018343,"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."}}