{"id":"W4323805053","doi":"10.1126/science.adh4455","title":"Embracing my past","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.006225152,0.0005779158,0.0005386868,0.001996876,0.01193848,0.01837334,0.001350658,0.002798628,0.02252688],"category_scores_gemma":[0.0136894,0.0002766349,0.0004107869,0.001388594,0.02604984,0.01475989,0.009541835,0.01017121,0.004447708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003800105,"about_ca_system_score_gemma":0.004354726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397265,"about_ca_topic_score_gemma":0.005935797,"domain_scores_codex":[0.9957222,0.002434742,0.00008650388,0.0004947209,0.0007378694,0.0005239873],"domain_scores_gemma":[0.9938815,0.001976291,0.0004703881,0.001015449,0.0009845066,0.001671965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003811649,0.00005269912,0.0008925548,0.0001308277,0.00001959636,0.0003175767,0.2004207,0.00006532051,0.0004130305,0.688557,0.06694114,0.04215135],"study_design_scores_gemma":[0.000005872132,0.00002923827,0.0003529115,0.0002867182,0.00001216705,0.0003387585,0.07284704,0.00004897872,0.0001782626,0.0765242,0.8493619,0.00001394576],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03123746,0.01705381,0.00687147,0.1017288,0.007622007,0.00004052069,0.00008747336,0.0001360956,0.8352223],"genre_scores_gemma":[0.6904288,0.009562575,0.003299366,0.02142631,0.003534177,0.00008040995,0.0001132158,0.0003069677,0.2712483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02252688,"threshold_uncertainty_score":0.07535994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979181283514931,"score_gpt":0.2670615730621875,"score_spread":0.2172697602270382,"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."}}