{"id":"W4231680992","doi":"10.4000/jso.7651","title":"Urbanisation en Mélanésie","year":2017,"lang":"fr","type":"paratext","venue":"Journal de la Société des océanistes","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"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":[0.0001899312,0.0001935056,0.0001403777,0.0009911129,0.001339118,0.001238699,0.0001646313,0.0004315239,0.01949063],"category_scores_gemma":[0.0003967531,0.00009292184,0.0001316809,0.001913864,0.0006712484,0.0006377624,0.00150725,0.0005936974,0.001216097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469581,"about_ca_system_score_gemma":0.002122296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1160072,"about_ca_topic_score_gemma":0.1821883,"domain_scores_codex":[0.9998721,0.00002317943,0.000004614564,0.00001940711,0.00001331807,0.00006727414],"domain_scores_gemma":[0.9998562,0.00003118537,0.00003546926,0.00000584654,0.00002769885,0.0000435541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006412511,0.0003779835,0.2786492,0.003248296,0.0001506075,0.007891236,0.07414588,0.001978496,0.008195166,0.0721036,0.2167978,0.3358204],"study_design_scores_gemma":[0.00001083487,0.00004997053,0.550127,0.0004352939,0.00001301733,0.0005776755,0.02105213,0.0001113025,0.0003780507,0.0008866446,0.426339,0.00001913549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7680482,0.0289782,0.0003209127,0.0226155,0.001050391,0.00007421274,0.004774962,0.00006967687,0.174068],"genre_scores_gemma":[0.8776416,0.02170825,0.0002813889,0.000562505,0.0004919056,0.0001117187,0.001289662,0.00002973702,0.09788326],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1160072,"threshold_uncertainty_score":0.230664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513364991163371,"score_gpt":0.3165553062605571,"score_spread":0.2914216563489234,"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."}}