{"id":"W4240024569","doi":"10.4000/jso.7848","title":"Urban Melanesia","year":2017,"lang":"fr","type":"article","venue":"Journal de la Société des océanistes","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","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":[0.00008264401,0.0001942843,0.0001484858,0.0006342315,0.001069449,0.0006424448,0.0001609139,0.0002369111,0.02017234],"category_scores_gemma":[0.0002708755,0.0001748722,0.00009262962,0.001052843,0.0001649459,0.0002812272,0.00100326,0.0003112704,0.002629336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538097,"about_ca_system_score_gemma":0.002335417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2684971,"about_ca_topic_score_gemma":0.5510824,"domain_scores_codex":[0.9999195,0.00001259688,0.000004627775,0.0000162243,0.00001148829,0.00003550633],"domain_scores_gemma":[0.9999164,0.000006893805,0.00001794314,0.000006913569,0.00002153368,0.00003017437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006917783,0.0002605533,0.4905159,0.001758429,0.0001663351,0.003606266,0.01058925,0.000531834,0.01106282,0.0084264,0.1852521,0.2871383],"study_design_scores_gemma":[0.00001493837,0.00003212411,0.7961773,0.0001577496,0.000021258,0.0004933222,0.003948108,0.0001780699,0.000864691,0.0001518235,0.1979465,0.00001401995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7832409,0.006339149,0.0005820576,0.0036874,0.0002006181,0.0002515249,0.04611497,0.0002118424,0.1593716],"genre_scores_gemma":[0.7639415,0.004419195,0.001614301,0.0004412409,0.00006407248,0.0004059344,0.01024262,0.00008210054,0.218789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2684971,"threshold_uncertainty_score":0.5338685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489819717520963,"score_gpt":0.3415926637387074,"score_spread":0.3166944665634978,"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."}}