{"id":"W2503233496","doi":"10.2139/ssrn.3642831","title":"Knowledge as Achievement, More or Less","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008893156,0.0001954309,0.0002615695,0.0001019519,0.001081543,0.00006705705,0.0003167658,0.00008079814,0.0003203566],"category_scores_gemma":[0.00005645835,0.0001429866,0.0001757499,0.000046984,0.0004863661,0.0002332308,0.00004052569,0.002112388,0.0002936284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042772,"about_ca_system_score_gemma":0.002491045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002021862,"about_ca_topic_score_gemma":0.01042564,"domain_scores_codex":[0.9975106,0.0001204408,0.0003056272,0.0001919238,0.0002104278,0.001661025],"domain_scores_gemma":[0.9992714,0.00009269294,0.000161155,0.0001849914,0.0001918855,0.00009790309],"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":[0.00007012997,0.0001918974,0.0002743125,0.00001346472,0.0002060174,0.00002330968,0.02133643,0.000001310338,0.00003032484,0.971476,0.001840658,0.004536196],"study_design_scores_gemma":[0.001279892,0.0009703224,0.0001672069,0.00003860097,0.0001003252,0.001353911,0.04342424,0.00001134319,0.0001137366,0.3565904,0.595521,0.000429006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244611,0.009019194,0.0005308533,0.004277292,0.002068854,0.0002337843,0.00000981409,0.0001272477,0.1592719],"genre_scores_gemma":[0.8121412,0.00487548,0.00001708348,0.0005272416,0.002304467,0.00000622908,0.000005664009,0.00003365055,0.180089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6148855,"threshold_uncertainty_score":0.917739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08266020930281968,"score_gpt":0.3046741405024804,"score_spread":0.2220139311996607,"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."}}