{"id":"W4388709496","doi":"10.7202/1106661ar","title":"Designing a Future Otherwise: Optimism for Post-Extractive Site Rehabilitation","year":2023,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Rehabilitation; Psychology; Humanities; Art; Medicine; Physical therapy; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0005740991,0.0001917079,0.0003521175,0.0003033963,0.0001111544,0.00002671636,0.00009017739,0.0000939591,0.00006710815],"category_scores_gemma":[0.002051537,0.0001866993,0.0001398237,0.0004867193,0.00008565772,0.0002267032,0.00002277125,0.0002162438,0.0002406623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084888,"about_ca_system_score_gemma":0.0001326549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002109141,"about_ca_topic_score_gemma":0.0007626975,"domain_scores_codex":[0.9985635,0.00003011023,0.0002908867,0.0004048187,0.0001442808,0.0005664064],"domain_scores_gemma":[0.9982291,0.0005007098,0.0001035978,0.0003627029,0.0004437109,0.0003601515],"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":[0.001850136,0.0004276347,0.008757488,0.003006833,0.0006513306,0.001588176,0.03522504,0.001077384,0.1822616,0.007009001,0.4232403,0.334905],"study_design_scores_gemma":[0.003881617,0.002333389,0.02667846,0.00117239,0.0003519436,0.0004873917,0.009622426,0.006617345,0.001274773,0.0008446462,0.9461475,0.0005881228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314468,0.0001723473,0.001521139,0.0562017,0.001102272,0.002069699,0.0001741444,0.0004605747,0.006851327],"genre_scores_gemma":[0.839013,0.00005906261,0.06889509,0.008521724,0.0044049,0.0007134079,0.002188511,0.000334341,0.07586998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5229072,"threshold_uncertainty_score":0.7613376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191456313538108,"score_gpt":0.2628643930957492,"score_spread":0.2509498299603681,"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."}}