{"id":"W2322233634","doi":"10.1111/j.1467-9973.2011.01714.x","title":"Distant Peers","year":2011,"lang":"en","type":"article","venue":"Metaphilosophy","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Humility; Epistemology; Face (sociological concept); Psychology; Sociology; Philosophy; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002923162,0.0001816561,0.0002726242,0.00009443206,0.0002673314,0.00004815535,0.0002452346,0.0000596349,0.001980942],"category_scores_gemma":[0.00003505577,0.0001475441,0.0002091674,0.00003985325,0.0006869722,0.0001915139,0.00004321169,0.000232282,0.000662757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001307242,"about_ca_system_score_gemma":0.0000211304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980392,"about_ca_topic_score_gemma":0.0001620581,"domain_scores_codex":[0.998942,0.00008269009,0.0002509903,0.0002649789,0.0001964691,0.0002628828],"domain_scores_gemma":[0.9992513,0.00004885044,0.00009839963,0.0003824795,0.0001249433,0.00009403802],"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":[0.00001745401,0.00009702185,0.0001095063,0.00002444429,0.00008870683,0.00001286486,0.03011328,7.427776e-8,0.00003752495,0.9677528,0.001383239,0.0003630994],"study_design_scores_gemma":[0.0001930977,0.0001052345,0.0001177544,0.000008914662,0.00009897778,0.00000199233,0.001485105,0.00000367151,0.0004104868,0.6037064,0.3936396,0.0002288035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02391746,0.0004815066,0.00008556002,0.0009825871,0.00237708,0.0001501785,0.00003486293,0.0001722575,0.9717985],"genre_scores_gemma":[0.9893879,0.00002114363,0.0003926786,0.001183051,0.001075783,0.0000193101,0.00001441444,0.000031303,0.007874453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9654704,"threshold_uncertainty_score":0.9989314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2338974441778215,"score_gpt":0.2480571472949604,"score_spread":0.01415970311713891,"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."}}