{"id":"W4247928159","doi":"10.1007/978-1-4419-9917-7_100236","title":"John de Liniéres","year":2014,"lang":"es","type":"book-chapter","venue":"Biographical Encyclopedia of Astronomers","topic":"Historical Philosophy and Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Materials 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004570978,0.0006625453,0.0009947467,0.0008318554,0.0004374477,0.0001138203,0.0006818721,0.0005201803,0.003150648],"category_scores_gemma":[0.00007386853,0.0006079968,0.001107265,0.00009029368,0.003786325,0.0001283488,0.0001411505,0.0008183241,0.0002379994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006975185,"about_ca_system_score_gemma":0.0001582838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002785478,"about_ca_topic_score_gemma":0.00003833084,"domain_scores_codex":[0.9967801,0.0000754627,0.001035015,0.0007751614,0.0006192428,0.0007150156],"domain_scores_gemma":[0.9976829,0.0003453096,0.0006246003,0.0005957059,0.0001825299,0.0005689806],"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":[0.00006503356,0.00008620263,0.0009952418,0.0001081711,0.0001578694,0.000006268599,0.0008645502,0.000008339506,0.000008303939,0.9845723,0.002009434,0.01111832],"study_design_scores_gemma":[0.0002779964,0.0006894651,0.0008635969,0.0001917055,0.0002028006,0.000001434926,0.0000763316,0.00001422949,0.000002900077,0.01159328,0.9854586,0.0006276559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003532552,0.0010012,0.0002734994,0.0007841932,0.001506671,0.0002843062,0.0002836192,0.00007049988,0.9922634],"genre_scores_gemma":[0.9031606,0.007236985,0.001302848,0.0003679708,0.00536913,0.00002999497,0.00008458731,0.0001440811,0.08230384],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9834492,"threshold_uncertainty_score":0.9996371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587940816729788,"score_gpt":0.2096503553400076,"score_spread":0.1937709471727097,"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."}}