{"id":"W4235535174","doi":"10.1007/978-981-16-3533-5","title":"Cultural Roads and Itineraries","year":2021,"lang":"en","type":"book","venue":"","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geography","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":[0.00009532143,0.0001168992,0.0001731588,0.00001461239,0.0005029897,0.000109507,0.0001044428,0.0002769044,0.003562123],"category_scores_gemma":[0.00006275826,0.00009321743,0.0000628255,0.00003510927,0.0004051616,0.0001342317,0.00003785353,0.0002029057,0.00004211431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009210983,"about_ca_system_score_gemma":0.0004762454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009857363,"about_ca_topic_score_gemma":0.002672108,"domain_scores_codex":[0.9993294,0.00005018714,0.00008885655,0.0001940629,0.0002003514,0.0001371342],"domain_scores_gemma":[0.999672,0.00001929318,0.00004198466,0.00008314127,0.00009501779,0.00008858863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.661788e-7,0.000002748848,0.00000186496,0.00000917813,0.00001054103,0.000008829727,0.01200363,2.421445e-8,0.000005010361,0.3913288,0.5956541,0.000974679],"study_design_scores_gemma":[0.00004079,0.000004961932,0.000008353663,0.00002822035,0.00001734737,0.000002255582,0.002044042,1.029443e-7,0.000001691417,0.005912433,0.991791,0.0001488212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005118484,0.005211023,0.000001131773,0.00115172,0.0003520012,0.0000608654,0.000007172211,0.00007052179,0.9930944],"genre_scores_gemma":[0.0002735404,0.0006095656,0.00005599448,0.0005657793,0.00119448,0.000003852245,0.00007141806,0.00000647338,0.9972189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3961369,"threshold_uncertainty_score":0.9973488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500194117940644,"score_gpt":0.2848645276762639,"score_spread":0.2598625864968575,"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."}}