{"id":"W2056546193","doi":"10.2495/dne-v9-n4-255-265","title":"Colours of noise fractals and applications","year":2014,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectral density; Fractal; Noise (video); Statistical physics; Natural (archaeology); Spectral power distribution; Noise power; SIGNAL (programming language); Noise spectral density; Mathematics; Power (physics); Acoustics; Physics; Computer science; Optics; Mathematical analysis; Statistics; Artificial intelligence; Quantum mechanics; Noise figure; Telecommunications; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005903654,0.0004637078,0.0004379103,0.00226585,0.0009105977,0.00291607,0.0004683167,0.001226071,0.003613465],"category_scores_gemma":[0.003041657,0.0002451899,0.0005986987,0.001130903,0.004478754,0.00280154,0.001607498,0.001293773,0.0005463741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377761,"about_ca_system_score_gemma":0.0003534373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081915,"about_ca_topic_score_gemma":0.0005223816,"domain_scores_codex":[0.9995015,0.0001673901,0.00003006622,0.0001003429,0.0001524931,0.00004828743],"domain_scores_gemma":[0.998774,0.0006491937,0.0001196925,0.0001614291,0.0002142691,0.00008139775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001150265,0.000004407372,0.0003508734,0.00007694966,0.000005892139,0.00007304761,0.0004242761,0.00266758,0.001387965,0.9788397,0.001642651,0.01451515],"study_design_scores_gemma":[0.000004410298,0.00002348916,0.001314463,0.00007406685,0.000007235727,0.0004477896,0.0002881543,0.007979194,0.0006036246,0.9433844,0.0458433,0.0000298298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1296246,0.08045077,0.3529589,0.01373793,0.002331311,0.00011489,0.0004862301,0.0009313711,0.419364],"genre_scores_gemma":[0.9135481,0.01495933,0.0399983,0.0007933353,0.001202635,0.00007975831,0.0001334413,0.0001463326,0.02913879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003613465,"threshold_uncertainty_score":0.01208824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007460550064728409,"score_gpt":0.245246017344512,"score_spread":0.2377854672797836,"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."}}