{"id":"W2954544477","doi":"10.22409/poiesis.1014.214-241","title":"Arte em observação","year":2018,"lang":"pt","type":"article","venue":"Revista Poiésis","topic":"Urban and sociocultural dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Art; Aesthetics; Humanities; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006579144,0.0003056645,0.0004522128,0.00004840856,0.00117667,0.0005507527,0.0006308401,0.0003278605,0.002280213],"category_scores_gemma":[0.0002595177,0.0002777405,0.0003578591,0.0007991704,0.0006447437,0.0002111542,0.0001281173,0.0002746548,0.004545359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944001,"about_ca_system_score_gemma":0.0001724072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004801073,"about_ca_topic_score_gemma":0.002015809,"domain_scores_codex":[0.9973234,0.0003766923,0.0004449603,0.0005067829,0.0006013797,0.0007468006],"domain_scores_gemma":[0.9984986,0.0001012684,0.0002325401,0.0004771297,0.0003231257,0.0003673787],"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":[0.00005920095,0.0003417488,0.01671122,0.0003263065,0.0004628416,0.0000502578,0.2304981,0.000001242153,0.000321952,0.270496,0.437807,0.04292425],"study_design_scores_gemma":[0.0002849856,0.0001786425,0.009046903,0.0002107523,0.0001908794,0.000002235445,0.01949427,0.000690813,0.0000166892,0.0006032971,0.9686394,0.0006410843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518308,0.003846799,0.0001547363,0.009609003,0.002651132,0.000794091,0.0001664633,0.0003364154,0.1306106],"genre_scores_gemma":[0.7569866,0.0009256039,0.0001123417,0.001102968,0.001790366,0.000006536428,0.00001786658,0.00003219081,0.2390255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5308325,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103641328516046,"score_gpt":0.3260237858567417,"score_spread":0.2649873725715813,"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."}}