{"id":"W2512778446","doi":"10.1017/cbo9781107588233.009","title":"Theory and the World","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Historical Philosophy and Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Content (measure theory); Computer science; Information retrieval; World Wide Web; Internet privacy; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009083993,0.0004930067,0.0003921887,0.00120135,0.002363703,0.006345782,0.0006469291,0.001498482,0.02002617],"category_scores_gemma":[0.001409108,0.0002389863,0.0004638083,0.001362887,0.01442311,0.00693121,0.001743723,0.002809307,0.003527751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004811864,"about_ca_system_score_gemma":0.00250906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00505109,"about_ca_topic_score_gemma":0.004645626,"domain_scores_codex":[0.9993943,0.0003185945,0.00001526844,0.0000833607,0.0001194612,0.0000689364],"domain_scores_gemma":[0.999476,0.0002763096,0.00002956026,0.00009944074,0.00006287189,0.00005583639],"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":[0.000001272854,0.000001816734,0.00002264451,0.00001425175,9.406702e-7,0.000009546718,0.0004022432,0.00006522312,0.00001163882,0.9908427,0.006236547,0.002391158],"study_design_scores_gemma":[0.000002412305,0.000002798835,0.00008758899,0.00008143087,0.00000180824,0.00003477354,0.0005843336,0.0001789402,0.00002920888,0.8673293,0.1316649,0.000002579119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00272512,0.01939551,0.00826568,0.01575819,0.0004775993,0.00001417602,0.0001266821,0.00006060409,0.9531764],"genre_scores_gemma":[0.5148696,0.03193408,0.007744343,0.00592971,0.001180505,0.000163,0.0004638564,0.0002313897,0.4374835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02002617,"threshold_uncertainty_score":0.06699425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004614327027628,"score_gpt":0.177653536331495,"score_spread":0.1476073930612187,"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."}}