{"id":"W4414922860","doi":"10.1080/02722011.2025.2510545","title":"Canadian Photographs","year":2025,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Brother; Photography; George (robot); Feature (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005633445,0.0009069899,0.00042219,0.005500396,0.007441501,0.003114265,0.001072011,0.000721949,0.3771897],"category_scores_gemma":[0.002619345,0.0003711167,0.0005699326,0.009638248,0.0007800481,0.001086638,0.001298698,0.00133703,0.08398726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01415701,"about_ca_system_score_gemma":0.0181452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9063103,"about_ca_topic_score_gemma":0.9727592,"domain_scores_codex":[0.9988759,0.00005566286,0.0000250918,0.0001114908,0.0007809129,0.0001509342],"domain_scores_gemma":[0.9974684,0.00007513618,0.00004646609,0.0001020382,0.002100621,0.0002073238],"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":[0.00001001833,0.000001802105,0.0001240969,0.00007096499,0.000001823748,0.00003756378,0.0001718227,0.00001420529,0.00007118081,0.002215699,0.9823038,0.01497708],"study_design_scores_gemma":[0.000001331701,8.291146e-7,0.0009784679,0.00006551622,0.000001761494,0.00005155779,0.0003363796,0.000004375943,0.00003017604,0.0001139022,0.9984119,0.000003705964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000915666,0.01183653,0.0003305411,0.004122732,0.003229205,0.00008565495,0.0150694,0.0001700174,0.9642403],"genre_scores_gemma":[0.0145449,0.02277831,0.001594539,0.001868582,0.0004819943,0.0000594502,0.01174733,0.000232424,0.9466925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3771897,"threshold_uncertainty_score":0.8883633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221837136709394,"score_gpt":0.3196617605509205,"score_spread":0.2774433891838266,"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."}}