{"id":"W4232919247","doi":"10.7202/1071938ar","title":"Introduction","year":2019,"lang":"fr","type":"article","venue":"Études/Inuit/Studies","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001092778,0.0004847029,0.0009791254,0.0001259522,0.0007605327,0.00006919359,0.0003536862,0.0002534124,0.001206604],"category_scores_gemma":[0.0004267489,0.0004478811,0.0003024133,0.0008250806,0.001984544,0.0004963582,0.000291146,0.0003869436,0.008826217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002758657,"about_ca_system_score_gemma":0.0009733391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539378,"about_ca_topic_score_gemma":0.04595946,"domain_scores_codex":[0.9965239,0.0004090066,0.0005569556,0.0008299759,0.0007357263,0.000944411],"domain_scores_gemma":[0.9982873,0.0002684536,0.0002720942,0.0004999705,0.000499678,0.0001725126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002508237,0.0000816701,0.0005843443,0.0002041511,0.001044476,0.00000966671,0.7325611,0.00001390552,0.00004353221,0.231911,0.03091896,0.002602165],"study_design_scores_gemma":[0.0003402683,0.0001334291,0.0002404306,0.0002063243,0.0002125343,0.00000847002,0.8833625,0.00001020517,0.00001777372,0.008593053,0.1063917,0.0004832724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378415,0.07984383,3.85636e-7,0.03523166,0.01923209,0.0006612851,0.00006514235,0.0002308428,0.02689324],"genre_scores_gemma":[0.8200158,0.009384961,0.0001917653,0.0002528992,0.006159285,0.0000362718,0.000002268022,0.00003403689,0.1639226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233179,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593254629978972,"score_gpt":0.3312527108982943,"score_spread":0.2853201645985046,"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."}}