{"id":"W7162089186","doi":"10.7202/1125277ar","title":"Introduction","year":2025,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Work (physics); State (computer science); Context (archaeology); Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005546993,0.00007221061,0.0001062344,0.00004173481,0.0003226098,0.00005381346,0.00006527815,0.00001606716,0.002156348],"category_scores_gemma":[0.00002311722,0.00005557199,0.00004295435,0.00003993071,0.00005375153,0.0000923029,0.00002091705,0.00006161046,0.0003298231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005517305,"about_ca_system_score_gemma":0.00001050652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009092788,"about_ca_topic_score_gemma":0.1021078,"domain_scores_codex":[0.9995331,0.000009512065,0.0001014297,0.0001401633,0.00002506812,0.0001907051],"domain_scores_gemma":[0.9997553,0.00001012871,0.00002197413,0.0001120727,0.00006334077,0.00003714951],"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":[0.000003980662,0.00000728034,0.00007924483,0.00001659201,0.00003245009,0.000002804524,0.003591891,0.000001761962,0.00003305215,0.5108029,0.4755667,0.009861383],"study_design_scores_gemma":[0.00008536365,0.00001566638,0.0001890509,0.00001378574,0.00002117234,0.000002270494,0.001941353,0.00001016167,0.00004282787,0.001174372,0.9964306,0.00007334567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3587311,0.0004869254,0.000005553825,0.03322145,0.00323359,0.000148669,0.00001979479,0.0001098402,0.6040431],"genre_scores_gemma":[0.5215824,0.00003085324,0.000006756654,0.0006908017,0.002272264,0.00001365682,0.00002533037,0.000004197765,0.4753737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.520864,"threshold_uncertainty_score":0.9987558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009226107293783243,"score_gpt":0.1736333404607397,"score_spread":0.1644072331669565,"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."}}