{"id":"W6894385587","doi":"10.5281/zenodo.8095566","title":"Cahiers ACAREF TOME 1 / Vol. 5 No 12 Juin 2023 Lettres, Langues, Education, Cultures__ Juin 2023","year":2023,"lang":"fr","type":"peer-review","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Population; Context (archaeology); Life style","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006869297,0.0006677309,0.0003457235,0.0009139312,0.004640908,0.00348968,0.0006558101,0.002211702,0.3845867],"category_scores_gemma":[0.001282335,0.0002105184,0.0002804013,0.001044028,0.0008071986,0.001540335,0.002583548,0.002041238,0.1269295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299371,"about_ca_system_score_gemma":0.003646126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05161065,"about_ca_topic_score_gemma":0.1447828,"domain_scores_codex":[0.9993556,0.00007740728,0.00001566868,0.00008772188,0.0002678598,0.0001957752],"domain_scores_gemma":[0.9994084,0.00004634976,0.00002834342,0.00005355286,0.0002632821,0.0002001186],"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":[0.00003073757,0.00002401078,0.0004668813,0.0000654472,0.000002134802,0.00007809547,0.0002425371,0.00001754763,0.0002176625,0.006061294,0.9600523,0.03274139],"study_design_scores_gemma":[0.0000017828,0.000003686007,0.0007227477,0.00003115019,4.011254e-7,0.0000138936,0.0001363069,0.00000421539,0.00002572891,0.000125448,0.9989331,0.000001585229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003254649,0.007455912,0.0001868967,0.02775747,0.01278781,0.0001037332,0.001299846,0.0002255906,0.9469281],"genre_scores_gemma":[0.006138553,0.001533645,0.0001676239,0.002381598,0.0009614229,0.00003651802,0.0004834213,0.00007276084,0.9882245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6154133,"threshold_uncertainty_score":0.8778124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970790789896827,"score_gpt":0.3130588021889189,"score_spread":0.2633508942899506,"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."}}