{"id":"W4310868549","doi":"10.26522/vp.v19i2.4116","title":"Introduction","year":2022,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Waterloo","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001992898,0.0007767358,0.0005337503,0.00136502,0.00353291,0.006804079,0.002265488,0.003527476,0.4548567],"category_scores_gemma":[0.006376328,0.0003260283,0.000746814,0.001640369,0.001418034,0.003758133,0.00441704,0.002819461,0.2459518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408142,"about_ca_system_score_gemma":0.006374053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028427,"about_ca_topic_score_gemma":0.01108821,"domain_scores_codex":[0.9973787,0.0004104064,0.0001309917,0.0005733436,0.001036048,0.0004704622],"domain_scores_gemma":[0.9974493,0.0003315379,0.0001158103,0.0003406739,0.001239873,0.0005227411],"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":[0.0001109492,0.00009251206,0.001648331,0.000342222,0.00001053465,0.0003469251,0.001836411,0.0001315196,0.0004638675,0.09533393,0.7237374,0.1759454],"study_design_scores_gemma":[0.00000451113,0.00001332221,0.0005430593,0.0001090089,0.000001930449,0.00008667484,0.0004494349,0.00002014659,0.00007290406,0.002857595,0.9958364,0.000005001883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002807329,0.00240426,0.003322351,0.01568066,0.005914674,0.0002472921,0.003627155,0.0006569385,0.9653394],"genre_scores_gemma":[0.02271932,0.002550909,0.003197684,0.008768253,0.001211704,0.0003135534,0.004123742,0.0003874954,0.9567274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5451433,"threshold_uncertainty_score":0.7775807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337707065205356,"score_gpt":0.2433571059182133,"score_spread":0.2299800352661597,"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."}}