{"id":"W1998828676","doi":"10.1063/1.1832771","title":"Introduction: First Annual Gallery of Nonlinear Images (Montréal, Québec, Canada, 2004)","year":2004,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nonlinear system; History; Physics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005528642,0.0002340544,0.0003886123,0.0003098006,0.00107424,0.0001437382,0.0008697328,0.00004535029,0.0003167945],"category_scores_gemma":[0.0000615668,0.0001724657,0.0001975582,0.0002867185,0.001504157,0.001729402,0.0002594095,0.0004109804,0.000007284929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160439,"about_ca_system_score_gemma":0.001634707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06416523,"about_ca_topic_score_gemma":0.6075007,"domain_scores_codex":[0.9978393,0.00002758702,0.0007251041,0.0003101078,0.0007355334,0.0003623797],"domain_scores_gemma":[0.9975888,0.00002933273,0.000549498,0.0003152968,0.001231032,0.0002860157],"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":[0.003188388,0.009058647,0.00125913,0.0007442642,0.0007731555,0.001560083,0.4528316,0.01188588,0.03662171,0.009714408,0.4650853,0.007277399],"study_design_scores_gemma":[0.003852936,0.00938051,0.005619132,0.001211463,0.0002438173,0.002205087,0.1874856,0.001026692,0.04182982,0.001668938,0.7437083,0.001767766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787367,0.001687019,0.00008450132,0.01497998,0.002893373,0.0001624443,0.0003029258,0.00003652033,0.001116522],"genre_scores_gemma":[0.9925026,0.00008607105,0.001256537,0.0001856908,0.005374784,0.000002116992,0.000007860522,0.00002590048,0.0005584259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5433355,"threshold_uncertainty_score":0.9420666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427583828882789,"score_gpt":0.2672526533953664,"score_spread":0.2529768151065385,"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."}}