{"id":"W6998652390","doi":"","title":"African people’s struggles for liberation","year":2022,"lang":"en","type":"article","venue":"Digital Commons - Lingnan (Lingnan University)","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"JADE (particle detector); Action (physics); Ethnography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003965561,0.0004100308,0.0003888517,0.001147858,0.02250325,0.006399954,0.0004736414,0.002409699,0.0180911],"category_scores_gemma":[0.006427329,0.0002383228,0.0001654872,0.001907607,0.005305397,0.00415577,0.005663269,0.006285159,0.0007309017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005217967,"about_ca_system_score_gemma":0.006389232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302952,"about_ca_topic_score_gemma":0.02696021,"domain_scores_codex":[0.9977951,0.0007976698,0.00004756177,0.00009412706,0.0001882797,0.0010773],"domain_scores_gemma":[0.9976477,0.0009797916,0.0002194374,0.00005276772,0.0001878849,0.0009124373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002136284,0.0001457982,0.005141943,0.0005148617,0.0000237959,0.0008137835,0.5533971,0.00005113051,0.0007069829,0.1656343,0.2356491,0.03770753],"study_design_scores_gemma":[0.00003520053,0.00002478717,0.009716227,0.000442907,0.000009024583,0.0001136673,0.3343239,0.00002077382,0.0002152903,0.005483722,0.6496004,0.00001415959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2143993,0.03060954,0.0001989483,0.486753,0.007715888,0.0001307869,0.0002663899,0.00001904894,0.2599072],"genre_scores_gemma":[0.8893955,0.01451205,0.0001459085,0.02779618,0.002300314,0.0002469528,0.00006275391,0.00004679165,0.06549352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02250325,"threshold_uncertainty_score":0.06052083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213811283147502,"score_gpt":0.2241252400490364,"score_spread":0.2027441117342862,"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."}}