{"id":"W3033006572","doi":"10.1007/978-3-030-38277-3_28","title":"Visual Studies of Community Schools in an Inner Suburb of Bamako, Mali","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Poverty; Geography; Face (sociological concept); Local community; Community education; Economic growth; Socioeconomics; Political science; Sociology; Pedagogy; Social science","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":[0.001163244,0.0003553299,0.0003678142,0.002183022,0.01149914,0.002580854,0.001254184,0.0007592244,0.0075371],"category_scores_gemma":[0.00212856,0.000360101,0.0001396004,0.003211024,0.004618098,0.001146779,0.002784088,0.0006775609,0.0003926355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005288729,"about_ca_system_score_gemma":0.003939694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0471648,"about_ca_topic_score_gemma":0.2368446,"domain_scores_codex":[0.9989578,0.000606083,0.00002071963,0.0001023772,0.00007489328,0.0002381688],"domain_scores_gemma":[0.9986593,0.0007682948,0.0001649382,0.00005140421,0.0001018746,0.0002542598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001711668,0.0002905948,0.0298139,0.0005501808,0.000008109623,0.003809592,0.9258202,0.00008641565,0.002799161,0.004942029,0.001727786,0.02998077],"study_design_scores_gemma":[0.00001838211,0.0001893899,0.1023296,0.0002065804,0.00001285336,0.0006253911,0.876905,0.0000529487,0.0006382123,0.0006520261,0.01835597,0.00001374738],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691126,0.001118255,0.000261923,0.0005938614,0.00002410996,0.0001885654,0.0001550745,0.00001375453,0.02853181],"genre_scores_gemma":[0.9915341,0.0004070295,0.000447307,0.00006509699,0.000007898577,0.00006224229,0.00003929264,0.00000586617,0.007431074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0471648,"threshold_uncertainty_score":0.09378052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8301084599760022,"score_gpt":0.6894330619412689,"score_spread":0.1406753980347334,"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."}}