{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00169456,0.0006761946,0.0003924967,0.00133684,0.003342333,0.006419149,0.001764617,0.002911202,0.3115442],"category_scores_gemma":[0.005107707,0.0002207349,0.0005011358,0.001811597,0.001881074,0.003321634,0.003243588,0.002507789,0.09935324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004317385,"about_ca_system_score_gemma":0.005958863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02810672,"about_ca_topic_score_gemma":0.02873489,"domain_scores_codex":[0.9982569,0.0002462908,0.00006100463,0.0004159774,0.0007564776,0.0002633409],"domain_scores_gemma":[0.9976552,0.0004700113,0.0001296817,0.0002238541,0.001229809,0.0002914534],"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":[0.00004242791,0.00002035923,0.0008359823,0.0003761541,0.000004735041,0.0001391429,0.002430881,0.0000924368,0.0002521803,0.1087511,0.8040814,0.08297336],"study_design_scores_gemma":[0.000001859104,0.000003419755,0.0004224306,0.0001586156,0.000001282078,0.0000548277,0.0004127076,0.000008742065,0.00004022078,0.002010003,0.9968822,0.000003625893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002589478,0.009107201,0.003835571,0.03518553,0.009873318,0.0001927266,0.006885604,0.0006025155,0.931728],"genre_scores_gemma":[0.0401761,0.009852032,0.003895774,0.01777393,0.004624278,0.0003350908,0.006281671,0.000675687,0.9163855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6884558,"threshold_uncertainty_score":0.9819986,"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."}}