{"id":"W1967508960","doi":"10.1136/bmj.c6129","title":"The advantages of solitude","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Historical Philosophy and Science","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solitude; Ignorance; Quarter (Canadian coin); History; Art history; Art; Literature; Philosophy; Archaeology; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001515888,0.00002334299,0.00003484427,0.000007252188,0.0002412442,0.00002074548,0.0001329917,0.000008044581,0.0002649813],"category_scores_gemma":[0.00006044011,0.00001264801,0.00002401806,0.000008612872,0.0002970302,0.00004543552,0.00001333911,0.00006175821,0.00005428088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000190167,"about_ca_system_score_gemma":0.000009737004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003150294,"about_ca_topic_score_gemma":0.0003146689,"domain_scores_codex":[0.9997264,0.000006796159,0.00007839792,0.00004142342,0.00008477559,0.00006216278],"domain_scores_gemma":[0.9997385,0.00006658272,0.00002973691,0.0001186867,0.00002851826,0.00001798636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002137981,0.00000897364,0.00002880968,0.000001491396,0.000001244884,3.462266e-7,0.003271104,1.431783e-7,0.0006559243,0.981108,0.01356607,0.00135583],"study_design_scores_gemma":[0.00002187745,0.00001422447,0.0002253652,0.000001121936,0.000001249987,4.084117e-7,0.0001212879,0.000007207729,0.0001183812,0.03161062,0.9678531,0.00002519388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06012683,0.00007517679,0.000005811704,0.005629097,0.001763534,0.00006911776,0.000004445502,0.00001808725,0.9323079],"genre_scores_gemma":[0.9885558,0.000002582468,0.0000358958,0.00009660417,0.0005806783,0.000003055275,1.447125e-7,0.00000147921,0.01072372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.954287,"threshold_uncertainty_score":0.2901359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021458933797564,"score_gpt":0.2731510179946948,"score_spread":0.2429364286567192,"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."}}