{"id":"W4385358896","doi":"10.59962/9780774865838-003","title":"Acknowledgments","year":2021,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001374122,0.0000962258,0.0003730433,0.00002452097,0.0005251591,0.0001290913,0.0003785212,0.0002866491,0.001625931],"category_scores_gemma":[0.00001715645,0.0002617602,0.0001977356,0.000007398823,0.0007001189,0.00007091356,0.0003086065,0.0001964647,0.00002015529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252698,"about_ca_system_score_gemma":0.0002163454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1616302,"about_ca_topic_score_gemma":0.7249604,"domain_scores_codex":[0.9988546,0.00004549409,0.0001292004,0.000319478,0.0004179584,0.0002332231],"domain_scores_gemma":[0.9991638,0.00005696787,0.0001792355,0.0001805711,0.000313257,0.0001061774],"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":[0.00001113177,0.00003585685,0.0003135742,0.000093216,0.000462212,0.0005281557,0.002764345,1.36299e-7,0.000002864791,0.01834309,0.9472231,0.03022235],"study_design_scores_gemma":[0.0003179734,0.00001697309,0.0001640942,0.0004509977,0.0001503166,0.00000149609,0.0008647605,3.056935e-7,6.232654e-7,0.0007337238,0.9970582,0.0002405728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004730712,0.001518034,0.000004352188,0.00001478108,0.0002907952,0.0002447932,0.0002500244,0.00006352307,0.9971406],"genre_scores_gemma":[0.001297035,0.001814479,0.00008710052,0.00001900201,0.0001131657,2.492544e-7,0.00002159709,0.00001532095,0.996632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5633302,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949480659682826,"score_gpt":0.2287616184288387,"score_spread":0.1992668118320105,"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."}}