{"id":"W4386126089","doi":"10.26443/jiows.v7i1.149","title":"Editorial Introduction","year":2023,"lang":"en","type":"article","venue":"The Journal of Indian Ocean World Studies","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006005249,0.002245018,0.001830239,0.005159051,0.002953449,0.009041903,0.001878627,0.009057901,0.08725542],"category_scores_gemma":[0.0336551,0.0007328546,0.002001659,0.00154147,0.001452365,0.002879973,0.002318615,0.009744208,0.03349673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689056,"about_ca_system_score_gemma":0.00479458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185439,"about_ca_topic_score_gemma":0.004071555,"domain_scores_codex":[0.995325,0.0007225163,0.0004143923,0.0007510806,0.002152245,0.0006347413],"domain_scores_gemma":[0.9677824,0.005583358,0.002244861,0.001235271,0.01820075,0.004953367],"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":[0.00001423226,0.000004121121,0.00002275018,0.00008453264,0.000005162852,0.00004876666,0.000007502576,0.000007036755,0.00002410092,0.000125948,0.9971045,0.002551435],"study_design_scores_gemma":[0.00003940375,0.00001721501,0.0002882105,0.0003395302,0.00002198141,0.0001105201,0.00006477526,0.00004908597,0.00008017265,0.0006294862,0.9983447,0.00001496989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004577529,0.001303899,0.00005293407,0.02503431,0.9692054,0.00003006638,0.0001369849,0.00005780394,0.004132921],"genre_scores_gemma":[0.001048112,0.001966238,0.000127662,0.02659078,0.9430124,0.00005140792,0.0002029592,0.0001001171,0.02690038],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08725542,"threshold_uncertainty_score":0.2918984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833276689084066,"score_gpt":0.3076357624413685,"score_spread":0.2893029955505278,"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."}}