{"id":"W7148574671","doi":"10.70675/2c1124a8z0084z49eczbcc3zfcf33179a99e","title":"Les stratégies d'acteurs dans les collaborations scientifiques avec le Sud : chercheurs et agences de financement dans les sciences sociales","year":2018,"lang":"","type":"dissertation","venue":"","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History of sociology; Context (archaeology); Science history","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005530585,0.001106557,0.001075629,0.000665316,0.02408643,0.002668541,0.002162951,0.0009303048,0.0004688228],"category_scores_gemma":[0.0009170023,0.001025463,0.0006554671,0.005458811,0.02182281,0.001502346,0.0002573595,0.0007018121,0.00001710937],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306578,"about_ca_system_score_gemma":0.01016479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2301716,"about_ca_topic_score_gemma":0.7821448,"domain_scores_codex":[0.9908292,0.001821673,0.001399089,0.001920234,0.002134135,0.001895638],"domain_scores_gemma":[0.9947951,0.0008616833,0.00134263,0.000473132,0.002166257,0.0003612011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003999065,0.0004909893,0.04570629,0.0001875448,0.000296317,0.000005406197,0.7385647,0.0001164139,0.001929818,0.2021255,0.003852146,0.006684863],"study_design_scores_gemma":[0.0002127021,0.0004146066,0.07169271,0.0004065682,0.0002386645,7.629446e-7,0.8931995,0.0001121748,0.003060241,0.004932338,0.02456516,0.001164571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7485816,0.002563807,0.004164742,0.003687124,0.001379354,0.001074398,0.0002566969,0.0002538088,0.2380384],"genre_scores_gemma":[0.9585608,0.01139523,0.005708759,0.0001015213,0.0005227978,0.0003003116,0.0002294219,0.00006541329,0.02311577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519733,"threshold_uncertainty_score":0.9992196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793325699156803,"score_gpt":0.4068684816193548,"score_spread":0.2275359117036745,"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."}}