{"id":"W3001744571","doi":"10.5555/1243931.1243943","title":"Linux for suits: Penguins in Winnipeg","year":2007,"lang":"en","type":"article","venue":"Linux journal","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Operating system; Computer science; Aeronautics; Computer security; Engineering","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":[0.0003698496,0.000222147,0.0001655045,0.0009971262,0.00431957,0.001893416,0.0004453695,0.000421269,0.05154572],"category_scores_gemma":[0.001404959,0.0001566056,0.00008793596,0.002157365,0.001120002,0.001436249,0.001747916,0.0004721896,0.0044078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908059,"about_ca_system_score_gemma":0.002740046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2153776,"about_ca_topic_score_gemma":0.5571706,"domain_scores_codex":[0.999826,0.00003619413,0.000006072001,0.00003243762,0.00004100953,0.00005832088],"domain_scores_gemma":[0.9993231,0.00007952662,0.00002305711,0.00004605624,0.0000824276,0.0004457579],"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":[0.0006742891,0.00008571251,0.01837866,0.0003433204,0.00002359818,0.00464849,0.09250431,0.0002249542,0.004019313,0.03246703,0.4344901,0.4121402],"study_design_scores_gemma":[0.000007490806,0.00001593425,0.01241612,0.00004297666,0.000004398094,0.0002950633,0.02243253,0.00006824794,0.0002429818,0.000925925,0.9635378,0.00001060079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.4218944,0.009154767,0.002637934,0.01047571,0.002052782,0.0001466765,0.003251513,0.002242759,0.5481435],"genre_scores_gemma":[0.5477284,0.002502988,0.003491577,0.0005420411,0.0001851563,0.00003284147,0.0009226152,0.00142031,0.443174],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7846224,"threshold_uncertainty_score":0.4282479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138172575633815,"score_gpt":0.279172032231213,"score_spread":0.2477903064748748,"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."}}