{"id":"W7021744286","doi":"","title":"Introduction","year":2017,"lang":"fr","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Indigenous Cultures and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Order (exchange); Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001245069,0.000857203,0.0009101254,0.0002731293,0.009296554,0.0007531611,0.001292306,0.001359459,0.09672806],"category_scores_gemma":[0.0001837962,0.0009608667,0.0006152934,0.00008034651,0.002880727,0.01404039,0.0002107021,0.001111429,0.03195374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567953,"about_ca_system_score_gemma":0.0008001795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694142,"about_ca_topic_score_gemma":0.0358586,"domain_scores_codex":[0.9949831,0.0002607246,0.0009390842,0.001355372,0.001492582,0.0009690724],"domain_scores_gemma":[0.9956179,0.00009990705,0.001509946,0.001256642,0.0009804714,0.0005351349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005021963,0.000118628,0.000003172049,0.00007039693,0.0001329487,0.00006616062,0.001137997,0.00002218538,0.00004191922,0.8648809,0.1209926,0.0124828],"study_design_scores_gemma":[0.0004950833,0.0002495261,0.000530421,0.0003047312,0.0003164435,0.00005528781,0.0003905824,0.000005564863,0.00007145167,0.02113203,0.9753329,0.001116041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007791867,0.001690866,0.0001649521,0.09986474,0.02133704,0.001125426,0.000635235,0.0001565726,0.8749472],"genre_scores_gemma":[0.01391761,0.004274315,0.0005666672,0.01025167,0.03736683,0.0001727785,0.003207819,0.0001359342,0.9301064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8543402,"threshold_uncertainty_score":0.999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264072029205022,"score_gpt":0.2573144035130578,"score_spread":0.2309072005925556,"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."}}