{"id":"W3170028025","doi":"10.3917/polaf.161.0005","title":"Africa and scholarly commitments: Shifting lines","year":2021,"lang":"fr","type":"article","venue":"Politique africaine","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Humanities; Political science; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01217327,0.0006370267,0.0005954763,0.007536444,0.01449948,0.02516523,0.001993711,0.003554039,0.01207818],"category_scores_gemma":[0.02396559,0.0004045954,0.0002440736,0.0101014,0.05336261,0.02141587,0.02074688,0.006185244,0.0006898045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01454537,"about_ca_system_score_gemma":0.01403112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00729717,"about_ca_topic_score_gemma":0.00914427,"domain_scores_codex":[0.9873224,0.007859156,0.0003736502,0.0008536836,0.001936058,0.001655089],"domain_scores_gemma":[0.9729941,0.01914282,0.002028332,0.001817333,0.001738079,0.002279374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009627782,0.00000872982,0.0003606339,0.00006487399,0.000004379226,0.00006419039,0.03759279,0.00005454666,0.00004615547,0.9495515,0.001901431,0.01034124],"study_design_scores_gemma":[0.00002032097,0.00002087856,0.001794626,0.001049222,0.000008843851,0.0001381947,0.1377774,0.0001276437,0.0001737536,0.5055294,0.3533409,0.0000189718],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09097407,0.04797168,0.00400097,0.2330862,0.0009683041,0.00003864343,0.00008102308,0.00006302536,0.622816],"genre_scores_gemma":[0.9602147,0.01232469,0.0008947782,0.0045522,0.0007648554,0.00006930679,0.00002837739,0.00008970247,0.02106127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9855005,"threshold_uncertainty_score":0.1055346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676590442393506,"score_gpt":0.4484310234824752,"score_spread":0.1807719792431246,"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."}}