{"id":"W2216277247","doi":"10.1016/j.plrev.2015.10.005","title":"The importance of accurately modelling human interactions","year":2015,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":[0.003958382,0.001441721,0.001983348,0.00228733,0.0002624622,0.002840623,0.002277386,0.002180832,0.003381436],"category_scores_gemma":[0.01879979,0.0004593263,0.0008572257,0.002020949,0.001194658,0.004613635,0.001054516,0.001914688,0.001685035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161439,"about_ca_system_score_gemma":0.002749322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902835,"about_ca_topic_score_gemma":0.004723628,"domain_scores_codex":[0.9983361,0.0008647073,0.0000983702,0.0001932977,0.00046061,0.00004691921],"domain_scores_gemma":[0.985105,0.01234071,0.0007309972,0.0004225474,0.001275121,0.0001257236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004265768,0.00005011226,0.001276124,0.01823183,0.0003286594,0.00007541705,0.0001843185,0.0114094,0.0008269797,0.05808907,0.04088635,0.8685991],"study_design_scores_gemma":[0.00002717089,0.00009655494,0.002592027,0.0102552,0.000556213,0.000544787,0.0002207437,0.02155049,0.001593364,0.1518378,0.8105891,0.0001366846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009004708,0.9537678,0.03234762,0.005809224,0.001019555,0.00003446013,0.0003078118,0.0001828036,0.005630278],"genre_scores_gemma":[0.02468533,0.9510168,0.01965301,0.00116809,0.001440034,0.0000914425,0.0003424053,0.00005978546,0.001543005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004902835,"threshold_uncertainty_score":0.02093422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4648620256987295,"score_gpt":0.4905606230033225,"score_spread":0.02569859730459301,"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."}}