{"id":"W2163627674","doi":"10.14430/arctic4471","title":"Re: Eigil Knuth Manuscript","year":2015,"lang":"en","type":"article","venue":"ARCTIC","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001152512,0.00005096163,0.00005185014,0.00002697959,0.00004690239,0.00007529702,0.0004504885,0.0000180089,0.00001350819],"category_scores_gemma":[0.00002339267,0.00004716186,0.00002402272,0.000203243,0.00001754623,0.0001888173,0.0001357868,0.00005062851,0.0009946241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848074,"about_ca_system_score_gemma":0.00003781922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009882642,"about_ca_topic_score_gemma":0.00002177813,"domain_scores_codex":[0.9994628,0.00001631865,0.00007958024,0.0001726307,0.0001362818,0.0001324022],"domain_scores_gemma":[0.9992852,0.00001891063,0.00002405033,0.000528874,0.00003881771,0.0001042023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004233245,0.0003322778,0.005179153,0.00003633335,0.00003734565,0.00007004366,0.00396615,0.0001142326,0.002224816,0.8051879,0.1242383,0.05860923],"study_design_scores_gemma":[0.0008410294,0.0001163084,0.01335441,0.00002483898,0.00001975788,0.00005561518,0.0002213335,0.08300788,0.003615722,0.1106441,0.7876101,0.0004888195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07159135,0.0008304273,0.7938394,0.02604516,0.001235711,0.0004724651,0.00000407466,0.001365666,0.1046158],"genre_scores_gemma":[0.982188,0.000002686381,0.01557787,0.0005942913,0.00004149958,0.00001345359,0.000003139431,0.000004153316,0.001574841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9105967,"threshold_uncertainty_score":0.9997832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935420989125103,"score_gpt":0.2533824031562457,"score_spread":0.2040281932649947,"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."}}