{"id":"W4207058395","doi":"10.1515/9781503626577","title":"One Time Fits All","year":2007,"lang":"en","type":"book","venue":"Stanford University Press eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","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":[0.0004508512,0.0008799969,0.0004966588,0.0008686387,0.002785472,0.007188004,0.001077727,0.001894554,0.08412072],"category_scores_gemma":[0.001763287,0.0003553831,0.0004933776,0.00111891,0.0021301,0.009545639,0.00297614,0.005380938,0.04583671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386531,"about_ca_system_score_gemma":0.002942006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004015839,"about_ca_topic_score_gemma":0.01092684,"domain_scores_codex":[0.9993365,0.0001252699,0.00001802048,0.0001209451,0.0003096637,0.00008963898],"domain_scores_gemma":[0.9993893,0.000184309,0.00003329615,0.0001052325,0.0001690028,0.0001188554],"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":[0.00001205372,0.00002344048,0.0001007885,0.00008536792,0.000004762367,0.00007630222,0.001334055,0.000130164,0.0001659164,0.2156925,0.6874117,0.09496282],"study_design_scores_gemma":[6.490389e-7,0.000002367782,0.00003370887,0.00004361225,9.724886e-7,0.00004592984,0.0001469144,0.00002239155,0.00002638993,0.006670069,0.9930047,0.000002184467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004363193,0.006764771,0.004330304,0.007794494,0.004434624,0.00002761436,0.0001723731,0.000535119,0.9755044],"genre_scores_gemma":[0.006331998,0.004612889,0.002532146,0.005093943,0.0008111515,0.00004649075,0.0002020948,0.0005848341,0.9797844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08412072,"threshold_uncertainty_score":0.2814118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814122376491734,"score_gpt":0.19952447651881,"score_spread":0.1813832527538927,"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."}}