{"id":"W4406266582","doi":"10.25071/2816-8275.20","title":"Cotch","year":2024,"lang":"en","type":"article","venue":"IYARIC","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Reflection (computer programming); Linguistics; Sociology; Psychology; Philosophy; Computer science; Programming language","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":[0.0006975071,0.0004618759,0.000271789,0.001239197,0.005366846,0.004494397,0.0006592234,0.001301088,0.3085583],"category_scores_gemma":[0.003617486,0.0002708595,0.0002701815,0.001059314,0.00149998,0.002072834,0.002655724,0.002041464,0.07324916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601356,"about_ca_system_score_gemma":0.001796278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195852,"about_ca_topic_score_gemma":0.0441016,"domain_scores_codex":[0.9993365,0.0001088396,0.00002428109,0.0001162919,0.000306421,0.0001075551],"domain_scores_gemma":[0.9986857,0.0001994888,0.00004333145,0.0002101603,0.0005797517,0.000281572],"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":[0.0001456873,0.00005668322,0.0007984577,0.0002386355,0.000005520989,0.0008618833,0.00806978,0.0001138977,0.004035067,0.1028921,0.7436283,0.139154],"study_design_scores_gemma":[0.000003040047,0.000009935158,0.0003601143,0.00005188532,0.000001210276,0.0001360457,0.001404414,0.00005325533,0.0004120517,0.001312262,0.996249,0.000006944012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008303702,0.001423608,0.004278288,0.01041802,0.00777244,0.0001623251,0.0008627492,0.0009697615,0.9658092],"genre_scores_gemma":[0.02787177,0.0005034593,0.001900589,0.001452714,0.0002247674,0.00004456968,0.0002545866,0.0004812304,0.9672663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3085583,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216429805034646,"score_gpt":0.3106027287153386,"score_spread":0.2884384306649921,"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."}}