{"id":"W2886440308","doi":"","title":"The best bookshops in Victoria, British Columbia, Canada","year":2018,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; History; Media studies; Political science; Sociology","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008133376,0.0003302378,0.0008562978,0.0006771933,0.001416233,0.006214606,0.002824361,0.0002625717,0.001129131],"category_scores_gemma":[0.004608685,0.0003470656,0.0001110631,0.0003805593,0.01681445,0.001312995,0.001327145,0.001199819,0.00003594747],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410138,"about_ca_system_score_gemma":0.01170665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9207437,"about_ca_topic_score_gemma":0.9774931,"domain_scores_codex":[0.9937478,0.000232381,0.001332913,0.001088124,0.000574972,0.003023793],"domain_scores_gemma":[0.9932625,0.001204228,0.0004001746,0.001105147,0.000870393,0.003157581],"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":[0.00002334268,0.0001361678,0.008202549,0.00005301924,0.00002475699,0.000002659372,0.00005552237,0.000001209378,0.000008056606,0.9746001,0.01571581,0.00117683],"study_design_scores_gemma":[0.0008683302,0.0004768412,0.01176191,0.0003487012,0.00002529025,0.00001957883,0.002460448,0.001264869,0.00002776456,0.07440042,0.9076831,0.0006627849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6736982,0.0008900682,2.790828e-7,0.00414486,0.0007792555,0.0004927953,0.0009667812,0.00001354534,0.3190142],"genre_scores_gemma":[0.9082183,0.006193592,0.0002138066,0.0005047086,0.001686942,0.00003010509,0.00003674374,0.0001111432,0.08300465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9001997,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04378952542827275,"score_gpt":0.3093563560475328,"score_spread":0.2655668306192601,"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."}}