{"id":"W2761284817","doi":"10.1088/1751-8121/aa9105","title":"Force signature of the unzipping transition for strip confined two-dimensional polymers","year":2017,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Signature (topology); Polymer; Transition (genetics); Statistical physics; Materials science; Classical mechanics; Mechanics; Physics; Condensed matter physics; Mathematics; Geometry; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194519,0.00009669414,0.0002369948,0.00001126293,0.0002221995,0.00004502982,0.0002141834,0.00003446229,0.00009470231],"category_scores_gemma":[0.00001925008,0.00005759535,0.0002213962,0.00002194545,0.0005394807,0.0000708155,0.00004302903,0.0001675167,3.812557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004743395,"about_ca_system_score_gemma":0.00003448134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001678711,"about_ca_topic_score_gemma":3.243971e-8,"domain_scores_codex":[0.9993625,0.00001673479,0.0002863291,0.00007892122,0.0001375065,0.0001180404],"domain_scores_gemma":[0.9991539,0.0001520285,0.0003287499,0.0001881364,0.0001185971,0.00005862319],"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":[0.00003452307,0.0001014819,0.00001376321,0.00002888312,0.00004180749,1.12696e-7,0.0001032885,0.0000182545,0.0253529,0.9724916,0.00004472459,0.001768709],"study_design_scores_gemma":[0.0005636652,0.00007794032,0.00003366171,0.0001495963,0.00009133412,0.00000447508,0.00005740332,0.005934704,0.06846529,0.9245278,0.00002810703,0.00006605175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6478366,0.0000267817,0.3465984,0.002527028,0.00006279761,0.000384445,0.00008931116,0.000005889927,0.002468753],"genre_scores_gemma":[0.9950603,5.098478e-7,0.004656839,0.00004283663,0.0001788346,0.000006873368,0.000001732892,0.000009453221,0.00004261002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472237,"threshold_uncertainty_score":0.234867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007762202924470074,"score_gpt":0.2755904999297363,"score_spread":0.2678282970052663,"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."}}