{"id":"W1505955963","doi":"10.1126/science.291.5509.1712","title":"Stepping It Up","year":2001,"lang":"en","type":"article","venue":"Science","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology","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":[0.001659581,0.001297771,0.0007024428,0.001123267,0.002873401,0.006249187,0.001522847,0.002546634,0.06032749],"category_scores_gemma":[0.00564009,0.00045028,0.0009791142,0.0007988448,0.003389658,0.0095045,0.005478103,0.006332113,0.05860036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480539,"about_ca_system_score_gemma":0.002418271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733828,"about_ca_topic_score_gemma":0.004033618,"domain_scores_codex":[0.9985459,0.0002667778,0.00005872017,0.0003100233,0.0005705334,0.0002481772],"domain_scores_gemma":[0.9979844,0.0003238252,0.00008603301,0.0005166221,0.0006654463,0.0004236907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003315636,0.0002090675,0.001593791,0.001105112,0.0001191729,0.0008150861,0.003654374,0.000928476,0.02927338,0.2684401,0.3703242,0.3232057],"study_design_scores_gemma":[0.000013255,0.0001236216,0.000295403,0.0002521651,0.0000282368,0.0003689306,0.001211851,0.0004005536,0.004527985,0.05822662,0.9345035,0.00004785035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02778663,0.02804019,0.1510281,0.1698632,0.04691444,0.0005139788,0.001436181,0.00710737,0.56731],"genre_scores_gemma":[0.215005,0.02564041,0.1235884,0.09768766,0.00486529,0.0004412544,0.001435605,0.004977272,0.5263592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06032749,"threshold_uncertainty_score":0.2018155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398941314332806,"score_gpt":0.2825748269106146,"score_spread":0.2585854137672866,"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."}}