{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002266468,0.0002471358,0.0003932683,0.00003179312,0.01033611,0.001673753,0.0008046127,0.0003776573,0.001368767],"category_scores_gemma":[0.0004689592,0.0002181566,0.0004037147,0.00007453471,0.003617952,0.0005807694,0.0001204795,0.0007277302,0.0001983748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321154,"about_ca_system_score_gemma":0.0003106928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008011512,"about_ca_topic_score_gemma":0.0003282237,"domain_scores_codex":[0.9974715,0.0006959824,0.0003488082,0.0002057065,0.0004478335,0.0008301812],"domain_scores_gemma":[0.9980108,0.0005981327,0.0005485009,0.0003094607,0.0001742807,0.000358832],"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":[0.00005352633,0.0002158508,0.1050677,0.0001222565,0.0005092716,0.000836498,0.07375394,0.000003979303,0.000034276,0.2219758,0.3431889,0.254238],"study_design_scores_gemma":[0.0004851261,0.0001049193,0.02604067,0.0001792178,0.0001546162,0.0002989581,0.03504299,0.00003369856,0.000009409671,0.05277755,0.8845841,0.0002887729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02060467,0.02784829,0.0001474849,0.007680199,0.004287862,0.00009066972,0.00001675808,0.00002943759,0.9392946],"genre_scores_gemma":[0.8364896,0.01969532,0.0007636368,0.0001757565,0.004597658,0.000003175001,6.681826e-7,0.00002498656,0.1382492],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8158849,"threshold_uncertainty_score":0.9995441,"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."}}