{"id":"W2336475436","doi":"10.14288/1.0102782","title":"The fractal cosmos: New shapes in the sciences and arts","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Advanced Mathematical Theories and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmos (plant); Fractal; The arts; Physics; Astronomy; Computer graphics (images); Art; Visual arts; Computer science; Art history; Mathematics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003332406,0.0002815942,0.0002167969,0.00151917,0.001242061,0.003112353,0.0002967069,0.0006267793,0.02307159],"category_scores_gemma":[0.001581741,0.0001482802,0.0001989872,0.001634364,0.002611201,0.002518622,0.001272674,0.001410084,0.002374745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007734597,"about_ca_system_score_gemma":0.0003506576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551199,"about_ca_topic_score_gemma":0.003204578,"domain_scores_codex":[0.9998028,0.00005079303,0.000007339766,0.00002542544,0.00009691776,0.0000167924],"domain_scores_gemma":[0.9995388,0.0001844442,0.00003060246,0.0001066846,0.00006687419,0.00007263142],"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":[0.00009593886,0.000007916148,0.0005620702,0.0001540215,0.000009174157,0.0001888259,0.002327889,0.0003938823,0.001933657,0.653088,0.2046112,0.1366274],"study_design_scores_gemma":[0.00001187938,0.00002111243,0.001967739,0.0001110391,0.000004787355,0.0006693735,0.0008670486,0.0006662458,0.0004057171,0.1268688,0.8683886,0.00001773733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03350892,0.03476872,0.04294974,0.02319164,0.007784905,0.00007240085,0.001573989,0.001040624,0.8551091],"genre_scores_gemma":[0.5930019,0.02712272,0.04315642,0.003980379,0.00883812,0.0001571659,0.001467733,0.0009851054,0.3212905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02307159,"threshold_uncertainty_score":0.07718217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021724290718725,"score_gpt":0.2136611003431969,"score_spread":0.2034438574360097,"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."}}