{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005550312,0.00007003194,0.00007368834,0.00003557983,0.0002697116,0.0001195627,0.0006840511,0.00002391749,0.00111217],"category_scores_gemma":[0.0001303856,0.00006001565,0.00001868821,0.000417092,0.0007339105,0.0004158806,0.000127875,0.00005605953,0.0007668181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006460294,"about_ca_system_score_gemma":0.0001867286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001534499,"about_ca_topic_score_gemma":0.000002104101,"domain_scores_codex":[0.9988073,0.000006078044,0.0001165849,0.0003269154,0.0003640546,0.0003790995],"domain_scores_gemma":[0.9994646,0.00001678123,0.00003951605,0.0002932003,0.00005968363,0.0001262561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003242069,0.000006659205,0.0004212769,0.000002602557,1.411538e-7,0.000006068891,0.0001663128,0.000003554278,0.9983198,0.00008568804,0.0005323624,0.0004522573],"study_design_scores_gemma":[0.00009384943,0.000008152633,0.001437258,0.00002203164,0.000001194594,0.00004228385,0.0002403467,0.0002908831,0.9914926,0.0002940371,0.005972266,0.0001050448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746101,0.0000346186,0.0005328137,0.0002366944,0.0005454838,0.00005746763,0.000001743141,0.00006526929,0.02391585],"genre_scores_gemma":[0.9965969,0.00001179893,0.000685135,0.0003632075,0.00007672965,0.000006102031,3.047501e-7,0.000003398352,0.002256464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219868,"threshold_uncertainty_score":0.9998009,"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."}}