{"id":"W4382654995","doi":"10.3138/chr-104-2-rev20","title":"<i>Through a Changing Landscape: Photographing Place and Community in Waterloo Region</i>. Philippe Elsworthy","year":2023,"lang":"en","type":"article","venue":"Canadian Historical Review","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Place making; Geography; Sociology; Architectural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895015,0.0001771873,0.0003616871,0.0003695806,0.0007801877,0.00005764593,0.0001877576,0.00006101525,0.0001744062],"category_scores_gemma":[0.00009242022,0.0001521898,0.0001180544,0.0006686819,0.00005762729,0.000178353,0.00003611442,0.0005407537,0.00003197185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537721,"about_ca_system_score_gemma":0.00004973866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2028623,"about_ca_topic_score_gemma":0.5585911,"domain_scores_codex":[0.9987475,0.0002014167,0.0002562583,0.0001976296,0.0001137758,0.0004833868],"domain_scores_gemma":[0.9993644,0.00008792969,0.00005503788,0.0002228491,0.00004078952,0.0002289462],"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":[0.00001945039,0.0001084433,0.001919463,0.005472116,0.00006789729,0.0004226026,0.1717347,0.000001037096,0.0000200513,0.02239546,0.7826135,0.0152253],"study_design_scores_gemma":[0.0001339893,0.00004198132,0.00004317957,0.001362927,0.00002597948,0.000009812671,0.001247093,0.000008091331,0.000001272742,0.0003199099,0.9965994,0.0002063208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2808376,0.6191945,0.000004633919,0.02314301,0.002402636,0.002486283,0.0001669277,0.0007120428,0.07105239],"genre_scores_gemma":[0.8800365,0.1003611,0.000008404816,0.01085683,0.0003573667,0.0001782796,0.0001224146,0.00004625589,0.008032817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5991989,"threshold_uncertainty_score":0.8024459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528312423358067,"score_gpt":0.2585457626873117,"score_spread":0.193262638453731,"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."}}