{"id":"W7060963991","doi":"","title":"Ongoing struggles for African liberation","year":2022,"lang":"en","type":"article","venue":"Digital Commons - Lingnan (Lingnan University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Context (archaeology); Face (sociological concept); Key (lock)","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":[0.006756241,0.0007214205,0.0007611836,0.001256572,0.0246053,0.009064331,0.0009710676,0.005431689,0.02548778],"category_scores_gemma":[0.005366317,0.0003993012,0.0003319141,0.002066907,0.008104916,0.008513758,0.01220319,0.01048675,0.001583227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00785013,"about_ca_system_score_gemma":0.01378111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091029,"about_ca_topic_score_gemma":0.02346634,"domain_scores_codex":[0.9957507,0.001072302,0.00009005453,0.0001460903,0.0003488478,0.002591914],"domain_scores_gemma":[0.9974079,0.0007231702,0.0001983881,0.00007689089,0.0002067199,0.001386814],"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":[0.0002091674,0.00009977036,0.002183371,0.000739075,0.00003165884,0.001572089,0.1757246,0.000110077,0.001272109,0.4171673,0.3336036,0.06728718],"study_design_scores_gemma":[0.00002388386,0.00002306916,0.002976567,0.0006080903,0.000008852472,0.0001878717,0.09226596,0.00003913515,0.0001929282,0.01882805,0.8848242,0.00002152839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06907687,0.05972506,0.000457208,0.6815249,0.01196189,0.00008605442,0.0002023992,0.00002889742,0.1769367],"genre_scores_gemma":[0.696353,0.04518238,0.0009559401,0.09096017,0.005330616,0.0003898766,0.0001746397,0.0001349497,0.1605184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02548778,"threshold_uncertainty_score":0.0852651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570177980984949,"score_gpt":0.2132526268778392,"score_spread":0.1975508470679897,"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."}}