{"id":"W1978483181","doi":"10.1103/physrevx.4.011044","title":"Common Physical Framework Explains Phase Behavior and Dynamics of Atomic, Molecular, and Polymeric Network Formers","year":2014,"lang":"en","type":"article","venue":"Physical Review X","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Lawrence Berkeley National Laboratory; Natural Sciences and Engineering Research Council of Canada; Office of Science; Basic Energy Sciences; National Energy Research Scientific Computing Center; Engineering and Physical Sciences Research Council; U.S. Department of Energy","keywords":"Polymerization; Polygon (computer graphics); Phase (matter); Dynamics (music); Network structure; Polymer; Molecular dynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008852573,0.0009372687,0.001070129,0.001554215,0.001321315,0.001408233,0.002358119,0.002124807,0.004287329],"category_scores_gemma":[0.001458531,0.0005220267,0.00117175,0.0007849382,0.003856647,0.004652848,0.001422442,0.002182707,0.001308508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307679,"about_ca_system_score_gemma":0.001091264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955097,"about_ca_topic_score_gemma":0.001152286,"domain_scores_codex":[0.9996818,0.00004184409,0.00001843408,0.0001114456,0.0001019579,0.00004435976],"domain_scores_gemma":[0.9995626,0.0001266562,0.00004778959,0.0001426079,0.00008950743,0.00003086052],"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":[0.00001077736,0.00001770382,0.0001832188,0.00009761432,0.00001106913,0.00008604088,0.0001239875,0.007589002,0.003038607,0.9816897,0.001823833,0.005328542],"study_design_scores_gemma":[0.00001873075,0.00002857896,0.000541988,0.00006809089,0.0000118568,0.0001608909,0.00006200851,0.03866967,0.001605806,0.933059,0.02574017,0.00003334528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07760406,0.03936689,0.7459678,0.01732576,0.002700412,0.0003346947,0.00185663,0.001419284,0.1134245],"genre_scores_gemma":[0.807534,0.03009702,0.1240595,0.001941223,0.001798692,0.0008304947,0.001155711,0.0005580311,0.03202521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004287329,"threshold_uncertainty_score":0.01434255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090094119697522,"score_gpt":0.3024614342559551,"score_spread":0.2915604930589799,"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."}}