{"id":"W7074105885","doi":"","title":"Photochemistry: Molecular motor speed limits","year":2012,"lang":"en","type":"article","venue":"Desy publication database (The Deutsches Elektronen-Synchrotron)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Molecular motor; Ultrashort pulse; Control theory (sociology); Spectroscopy; Molecular spectroscopy; Dynamics (music)","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":[0.000539903,0.0003582938,0.0004701006,0.000409852,0.000685074,0.00132979,0.0008953443,0.001633039,0.01318582],"category_scores_gemma":[0.003089367,0.0003410192,0.0002332219,0.0003161963,0.001208791,0.003075829,0.000806786,0.001722541,0.001800931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258103,"about_ca_system_score_gemma":0.0003982349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007516831,"about_ca_topic_score_gemma":0.0003864808,"domain_scores_codex":[0.9995676,0.00002914419,0.00001332624,0.0001674503,0.0001534936,0.00006899439],"domain_scores_gemma":[0.998509,0.0007729153,0.0002646745,0.0001787519,0.0001964723,0.00007808051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002429375,0.0001430696,0.0009180402,0.0005904472,0.0000249045,0.0002658389,0.000134179,0.01658044,0.1099086,0.8061784,0.01152078,0.05349236],"study_design_scores_gemma":[0.00007852804,0.0002744008,0.004300123,0.0001330737,0.00003243028,0.0008045294,0.00007627468,0.1021895,0.08365607,0.7302718,0.07808473,0.00009858118],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3504752,0.08023242,0.1824722,0.02010581,0.002985038,0.0001466833,0.001056315,0.001636603,0.3608898],"genre_scores_gemma":[0.9581312,0.00996656,0.004840089,0.00117588,0.0004238974,0.0001012546,0.000183572,0.0001368589,0.02504073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01318582,"threshold_uncertainty_score":0.04411101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351211288555272,"score_gpt":0.2303697323893419,"score_spread":0.1868576195037892,"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."}}