{"id":"W2012811608","doi":"10.1115/1.1511738","title":"Thoughts on inquiries in physical and inner worlds","year":2003,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Columbia university; History; Computer science; Sociology; Media studies","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02872775,0.0005031238,0.0005663888,0.002375089,0.009914334,0.01118393,0.001723843,0.006348203,0.005155014],"category_scores_gemma":[0.07893961,0.0007180487,0.0006304297,0.002458734,0.03157163,0.01826655,0.006960733,0.0156938,0.001041408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006100027,"about_ca_system_score_gemma":0.00416916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988144,"about_ca_topic_score_gemma":0.005369239,"domain_scores_codex":[0.9796724,0.01401006,0.0007284872,0.0008778074,0.003644928,0.001066232],"domain_scores_gemma":[0.9524067,0.03217329,0.004069657,0.002165429,0.006372739,0.002812147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006880202,0.00002928408,0.001239795,0.0003183477,0.00002531012,0.001830468,0.2771981,0.0001594494,0.0003470212,0.5598508,0.1407238,0.01820893],"study_design_scores_gemma":[0.00001159576,0.00001938273,0.0006221687,0.0007271011,0.00001180135,0.001018861,0.1730499,0.00009198136,0.0001809935,0.06180596,0.7624099,0.00005027504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04662833,0.06181583,0.006286442,0.7284161,0.01422365,0.00005541513,0.0002288831,0.0001174583,0.1422279],"genre_scores_gemma":[0.7970212,0.04447149,0.003277088,0.09005299,0.01014572,0.0001083215,0.0002108548,0.0002489502,0.05446343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02872775,"threshold_uncertainty_score":0.1519287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878622001782981,"score_gpt":0.2686360177671475,"score_spread":0.2498497977493177,"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."}}