{"id":"W2138822347","doi":"10.1088/1751-8113/48/16/16ft03","title":"The critical pulling force for self-avoiding walks","year":2015,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Australian Research Council; Pacific Institute for the Mathematical Sciences","keywords":"Simple (philosophy); Boltzmann constant; Point (geometry); Function (biology); Energy (signal processing); Critical point (mathematics); Surface (topology)","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":[0.000258325,0.000144233,0.0002784081,0.000008679562,0.000195528,0.00009433064,0.0001904764,0.00006956675,0.00003108446],"category_scores_gemma":[0.001944359,0.00008348183,0.0002202274,0.00005147952,0.0004339757,0.0001133753,0.00007009944,0.0004643567,0.000006073135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390909,"about_ca_system_score_gemma":0.00003636424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.353662e-8,"about_ca_topic_score_gemma":1.339542e-8,"domain_scores_codex":[0.9988579,0.00002708557,0.0004189621,0.000124964,0.0002982483,0.0002728127],"domain_scores_gemma":[0.9959835,0.003131287,0.0001175909,0.000138256,0.0003060671,0.0003232746],"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":[0.0001068259,0.0002183606,0.000001497455,0.00009133823,0.0000576181,0.000004887349,0.0001882715,0.000005353074,0.01078191,0.9864666,0.0001299993,0.001947352],"study_design_scores_gemma":[0.0003818948,0.00008999901,1.199412e-7,0.0001031037,0.0001063072,0.0001003834,0.0003690405,0.009181535,0.05108128,0.9366821,0.001796168,0.0001080476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4788933,0.0005287709,0.5000899,0.006418537,0.0003371362,0.0001873077,0.00002048077,0.00008259727,0.01344194],"genre_scores_gemma":[0.989885,0.00001369093,0.009279366,0.00007124344,0.0006587432,0.00001105525,8.594024e-7,0.00002156275,0.00005845085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5109918,"threshold_uncertainty_score":0.340429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509006208431262,"score_gpt":0.2909609363578239,"score_spread":0.2758708742735113,"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."}}