{"id":"W2270416027","doi":"10.1371/journal.pone.0147325","title":"Thinking Big or Small: Does Mental Abstraction Affect Social Network Organization?","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mindset; Affect (linguistics); Abstraction; Categorization; Psychology; Social group; Cognition; Social psychology; Social cognition; Developmental psychology; Computer science; Communication","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":[0.001208159,0.0004717528,0.0002747833,0.0004352872,0.000516755,0.001254642,0.0003756541,0.0004544925,0.00221255],"category_scores_gemma":[0.00714676,0.0002959368,0.0003550393,0.0002006721,0.00181821,0.0009649157,0.0009368213,0.001297854,0.0001139119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698463,"about_ca_system_score_gemma":0.0002427125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008889189,"about_ca_topic_score_gemma":0.001979858,"domain_scores_codex":[0.9992487,0.0002471843,0.00003526199,0.0001455443,0.0002445488,0.00007876938],"domain_scores_gemma":[0.9937201,0.002945251,0.001971344,0.000669888,0.0002067849,0.0004866382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004975449,0.007585783,0.5992268,0.001125174,0.001028525,0.000683133,0.09041281,0.002375036,0.1391282,0.005450695,0.001113323,0.1468952],"study_design_scores_gemma":[0.0001207395,0.001921468,0.9717047,0.00008216634,0.0002332181,0.0001772647,0.009617408,0.001645156,0.007125368,0.006141353,0.001147523,0.0000837132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977429,0.00004180785,0.0008837192,0.00008510218,0.000006701137,0.00002014288,0.00001644091,0.000007068564,0.001196221],"genre_scores_gemma":[0.9985501,0.00006159754,0.0008668944,0.00005432886,0.000005050027,0.00003093325,0.00002926783,0.00000393671,0.0003979584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00221255,"threshold_uncertainty_score":0.007401705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218692836970056,"score_gpt":0.353452062359983,"score_spread":0.2315827786629774,"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."}}