{"id":"W4379418543","doi":"10.18261/9781405169851-2004-preface","title":"Preface","year":2004,"lang":"en","type":"book-chapter","venue":"Fossils and strata","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009054005,0.0003864176,0.0003567422,0.00007316685,0.00009921267,0.0001383841,0.0002057888,0.0003708114,0.002004693],"category_scores_gemma":[0.000006714648,0.0003508912,0.00008869645,0.0000141019,0.0001774095,0.000107723,0.00006141719,0.0003942121,0.001711368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006458096,"about_ca_system_score_gemma":0.0001956895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004085812,"about_ca_topic_score_gemma":0.00007277548,"domain_scores_codex":[0.9987116,0.000004777873,0.0002400336,0.0005033055,0.0002773278,0.0002628907],"domain_scores_gemma":[0.9991063,0.00001538838,0.000145549,0.0005220344,0.00004189505,0.0001687664],"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":[0.00004555054,0.00002219847,0.0000189235,0.0001289007,0.0001523997,0.0001721748,0.0001335959,0.000004108854,0.0002571875,0.9648477,0.0261857,0.008031591],"study_design_scores_gemma":[0.0007186537,0.0001785255,0.0009303974,0.0004376698,0.0001493974,0.00006082276,0.000008783619,0.000004777729,0.00009466158,0.2018124,0.7947695,0.0008344437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003311229,0.00662161,0.00000709571,0.00003997546,0.0001092939,0.0002702505,0.001397286,0.0001371288,0.9910862],"genre_scores_gemma":[0.04831151,0.0003616453,0.0002714164,0.00003120755,0.0003565882,0.000006244489,0.0001615536,0.0001613206,0.9503385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7685838,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901695818231648,"score_gpt":0.2423919433481509,"score_spread":0.2133749851658344,"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."}}