{"id":"W4245689064","doi":"10.1007/978-1-4020-9729-4_540","title":"Wylton, Thomas","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003019914,0.0007996301,0.0004456271,0.001192542,0.002363031,0.00384535,0.0005511887,0.001163104,0.08558503],"category_scores_gemma":[0.0008599116,0.0003897473,0.0002192557,0.001298983,0.001329596,0.003476595,0.001902528,0.002661504,0.04463216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764496,"about_ca_system_score_gemma":0.002189209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018143,"about_ca_topic_score_gemma":0.03987515,"domain_scores_codex":[0.999778,0.00003427281,0.00000624515,0.00005688907,0.00008928407,0.00003543693],"domain_scores_gemma":[0.9998529,0.00003867844,0.000007241541,0.00001849972,0.00005765715,0.00002490891],"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":[0.00001555597,0.00001763701,0.00007996079,0.00007999122,0.00000240509,0.00007052888,0.0012976,0.0001386402,0.0002359322,0.1832324,0.6919193,0.1229101],"study_design_scores_gemma":[7.086016e-7,0.000001474561,0.00003616133,0.00006086722,9.918128e-7,0.00002574566,0.0001572324,0.00001938294,0.00004937269,0.007907926,0.9917383,0.000001889165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005543047,0.02353483,0.00216615,0.005932584,0.003100137,0.00002408692,0.0001576337,0.0001401879,0.96439],"genre_scores_gemma":[0.002047854,0.00420861,0.0003733195,0.0008079872,0.00009193343,0.00001179234,0.00004149831,0.00008902874,0.992328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.914415,"threshold_uncertainty_score":0.2863104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827641377224973,"score_gpt":0.203597047189844,"score_spread":0.1853206334175942,"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."}}