{"id":"W1558896576","doi":"10.7238/a.v0i2.681","title":"Avant-garde as Software","year":2002,"lang":"en","type":"article","venue":"Artnodes","topic":"Photographic and Visual Arts","field":"Arts and Humanities","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Nova scotia; Art history; Sociology; Ethnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.00004498495,0.0001052291,0.0001058389,0.00005847694,0.0003152666,0.0001092311,0.0001077382,0.0000231367,0.04308441],"category_scores_gemma":[0.00002519606,0.00008572365,0.00007843758,0.000007307124,0.0001833577,0.000164092,0.00002841239,0.00007464684,0.007849815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005209436,"about_ca_system_score_gemma":0.000003448075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231787,"about_ca_topic_score_gemma":0.0006144724,"domain_scores_codex":[0.9993727,0.00001733726,0.0001157601,0.0001502494,0.000127356,0.000216548],"domain_scores_gemma":[0.9996713,0.00003961298,0.00002972707,0.000154098,0.00003741043,0.00006787364],"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":[0.00002152214,0.0004880865,0.003497802,0.00004846131,0.0001178218,0.0000637726,0.1981464,0.000001791147,0.0002482313,0.3068712,0.458341,0.03215385],"study_design_scores_gemma":[0.0001521431,0.00008064888,0.0001894486,0.00001678033,0.00001122358,0.000005415623,0.0008162645,0.00006439432,0.0002564081,0.009184965,0.989065,0.0001572979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3095149,0.0004662662,0.00002339333,0.0004783215,0.0006658201,0.0001128829,0.0000169582,0.0003638006,0.6883577],"genre_scores_gemma":[0.9009353,0.00005949081,0.00004705459,0.001188779,0.0003063701,0.00001036343,0.000004148833,0.00001441628,0.09743409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5914204,"threshold_uncertainty_score":0.9929227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099853104241788,"score_gpt":0.2488857597282835,"score_spread":0.1878872286858657,"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."}}