{"id":"W2338444185","doi":"","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; Computer security; Aeronautics; 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":[0.0003698494,0.0002221474,0.0001655045,0.0009971262,0.00431957,0.001893414,0.0004453697,0.000421269,0.05154567],"category_scores_gemma":[0.00140496,0.0001566057,0.00008793596,0.002157364,0.001120002,0.001436249,0.001747916,0.0004721894,0.004407798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908059,"about_ca_system_score_gemma":0.002740045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2153776,"about_ca_topic_score_gemma":0.5571705,"domain_scores_codex":[0.999826,0.0000361941,0.00000607199,0.00003243759,0.00004100945,0.00005832082],"domain_scores_gemma":[0.9993231,0.00007952662,0.00002305714,0.00004605628,0.00008242752,0.0004457579],"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":[0.0006742901,0.00008571267,0.01837869,0.0003433205,0.00002359822,0.004648502,0.09250433,0.0002249544,0.004019324,0.03246708,0.4344901,0.4121401],"study_design_scores_gemma":[0.000007490806,0.00001593426,0.01241613,0.00004297666,0.000004398099,0.0002950636,0.02243253,0.000068248,0.000242982,0.000925925,0.9635378,0.0000106008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4218948,0.009154769,0.002637934,0.01047571,0.00205278,0.0001466767,0.003251512,0.00224276,0.548143],"genre_scores_gemma":[0.5477287,0.002502989,0.003491575,0.0005420404,0.0001851561,0.00003284145,0.0009226149,0.00142031,0.4431737],"genre_candidate":"other","genre_consensus":"other","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."}}