{"id":"W2725996824","doi":"","title":"Letter to Seneca","year":2009,"lang":"en","type":"letter","venue":"Divergent/Convergent","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732948,0.0008039078,0.001032274,0.0007961732,0.01064753,0.007412442,0.002028647,0.03476713,0.09668174],"category_scores_gemma":[0.01076052,0.0008061655,0.001078545,0.0005206314,0.001865619,0.002541695,0.003056793,0.02655981,0.04637929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003795148,"about_ca_system_score_gemma":0.007285521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02660436,"about_ca_topic_score_gemma":0.07941754,"domain_scores_codex":[0.9980456,0.0002673948,0.00008054102,0.0003266528,0.000480378,0.0007993536],"domain_scores_gemma":[0.9980696,0.0005174878,0.00007688777,0.0000963927,0.0006045384,0.0006351721],"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":[0.00002536476,0.000008959218,0.0002010068,0.00001365457,0.000003279464,0.0006271192,0.00006153786,0.00001310184,0.00003664332,0.002565932,0.9937919,0.002651594],"study_design_scores_gemma":[0.00002823314,0.00001844696,0.0007425907,0.0001457083,0.00001230324,0.0008039944,0.000651542,0.00009028136,0.0001419089,0.003941957,0.9933946,0.00002834778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001992321,0.002780442,0.0001983902,0.6730372,0.03330287,0.00007977412,0.0003173699,0.0002179262,0.2880737],"genre_scores_gemma":[0.008560353,0.0006918826,0.0001672586,0.5034295,0.003642785,0.00005620812,0.0000911386,0.0001393129,0.4832216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09668174,"threshold_uncertainty_score":0.3234327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561427443659268,"score_gpt":0.2493386237463002,"score_spread":0.2237243493097075,"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."}}