{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003068476,0.0002992332,0.0002617098,0.0007969399,0.003402238,0.005431838,0.000425076,0.001352175,0.01141893],"category_scores_gemma":[0.004226636,0.0001380184,0.0002855188,0.0005105673,0.02077456,0.005783914,0.006149156,0.003676707,0.001938872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406113,"about_ca_system_score_gemma":0.001708679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860999,"about_ca_topic_score_gemma":0.0025694,"domain_scores_codex":[0.9970909,0.001427008,0.00005805073,0.0001902877,0.0007841716,0.0004495541],"domain_scores_gemma":[0.9978975,0.0008418146,0.0001727851,0.0002291952,0.0002819286,0.0005768036],"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":[0.00006198836,0.00001848536,0.000393353,0.00009155373,0.000008086445,0.0001313724,0.008765649,0.00004483146,0.0002550307,0.9265081,0.02974404,0.03397762],"study_design_scores_gemma":[0.00002061686,0.00005787119,0.001021522,0.0002063592,0.000005963523,0.0005316944,0.004164378,0.00006457303,0.00025242,0.282406,0.7112511,0.00001751561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0195684,0.02648958,0.003638759,0.08607369,0.00245395,0.00001958705,0.00005743689,0.00008176915,0.8616168],"genre_scores_gemma":[0.8598294,0.01407169,0.001870177,0.01618351,0.003941437,0.00005560276,0.00003483848,0.0001415276,0.1038718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01141893,"threshold_uncertainty_score":0.03820014,"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."}}