{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004632823,0.0007685382,0.0002634598,0.001016218,0.009090289,0.008107723,0.0009699691,0.001030777,0.07583787],"category_scores_gemma":[0.001077066,0.0003722003,0.0001920322,0.002565157,0.004556209,0.004162211,0.002729043,0.004090116,0.01811904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005372285,"about_ca_system_score_gemma":0.003875991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03565961,"about_ca_topic_score_gemma":0.08526278,"domain_scores_codex":[0.9997012,0.0001358835,0.000006593202,0.0000345763,0.00005102274,0.00007074995],"domain_scores_gemma":[0.9996674,0.00006329293,0.00002403873,0.00003940576,0.00007869259,0.0001271429],"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":[0.00002179535,0.00002722328,0.0002535144,0.00005708806,0.000001724963,0.0001280573,0.01113703,0.0001829454,0.00004206592,0.8159478,0.1331824,0.0390183],"study_design_scores_gemma":[0.000002853887,0.000009452096,0.000429644,0.0001255301,0.000002431484,0.00005649563,0.006912243,0.0001194107,0.00004037133,0.026066,0.9662293,0.000006348101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001381341,0.001937324,0.0005739059,0.001557778,0.0003941649,0.00001161473,0.00004884247,0.00003956055,0.9940555],"genre_scores_gemma":[0.0462356,0.003550714,0.0005300791,0.0004024542,0.0002476596,0.00004874363,0.00006910169,0.0001623937,0.9487532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07583787,"threshold_uncertainty_score":0.253703,"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."}}