{"id":"W4236052249","doi":"10.1007/978-1-4939-7131-2_101265","title":"Statnet","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","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":[0.0006084574,0.001508198,0.00116272,0.003011452,0.0009227461,0.004924302,0.001411412,0.00139238,0.4573606],"category_scores_gemma":[0.00258033,0.0008417584,0.0006300681,0.004645683,0.0007253893,0.006206463,0.001790276,0.002742716,0.4177735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271043,"about_ca_system_score_gemma":0.001437655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058999,"about_ca_topic_score_gemma":0.004972648,"domain_scores_codex":[0.9993105,0.00008177855,0.00003951386,0.0001720932,0.0003488568,0.00004722461],"domain_scores_gemma":[0.999134,0.000310984,0.00003635662,0.0002217859,0.0002013271,0.00009566407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002158367,0.00002329078,0.00009495249,0.0001432506,0.000005489496,0.0000276347,0.00005073346,0.0005507294,0.0004277971,0.05880223,0.7531389,0.1867134],"study_design_scores_gemma":[0.000006978079,0.00000416404,0.00008770106,0.00006755377,0.000003110661,0.00007240842,0.00001545981,0.00120007,0.000295564,0.05383065,0.9444076,0.000008802774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0007798465,0.00422036,0.09234972,0.003564522,0.001723964,0.00007739005,0.01682158,0.0302363,0.8502263],"genre_scores_gemma":[0.006675865,0.003522434,0.02745051,0.001591452,0.000832982,0.0001550261,0.02585098,0.0127755,0.9211452],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.4573606,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330105804907688,"score_gpt":0.4155202685388796,"score_spread":0.1825096880481108,"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."}}