{"id":"W2946411712","doi":"","title":"Social intervention in rural areas: Tools and methods of observation","year":2018,"lang":"en","type":"article","venue":"Vie sociale","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Citizen journalism; Action (physics); Rural area; Participatory action research; Sociology; Isolation (microbiology); Social isolation; Political science; Public relations; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001414869,0.00005351973,0.00014198,0.00002942532,0.0003486283,0.00005065693,0.0001312571,0.00009895238,0.00008892094],"category_scores_gemma":[0.0006136323,0.00005619021,0.00006121299,0.0004984158,0.0006575552,0.0003860237,0.00003473217,0.00005676126,0.000003507556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009352357,"about_ca_system_score_gemma":0.0001187183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01747609,"about_ca_topic_score_gemma":0.03865598,"domain_scores_codex":[0.9989744,0.0002923288,0.0001973015,0.0001136964,0.0002299758,0.0001922351],"domain_scores_gemma":[0.999536,0.0001194818,0.000172545,0.00003838279,0.0001015848,0.0000319581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001499251,0.00005423002,0.06642473,0.00001052856,0.000007090419,2.353186e-7,0.05122678,5.97551e-8,0.0006220872,0.06726296,0.001086788,0.8132895],"study_design_scores_gemma":[0.0004051637,0.00006587896,0.8810167,0.00004415057,0.000009642152,7.348623e-8,0.03679444,0.00002342755,0.0003576648,0.05264233,0.02849635,0.0001441783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824536,0.0001863365,0.0004280275,0.002429228,0.000343645,0.0001700667,0.000007679515,0.00002042117,0.01396094],"genre_scores_gemma":[0.997117,0.00006765614,0.001543537,0.00007878045,0.0005541517,0.000009398728,0.000001509433,0.000003768949,0.0006242146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8145919,"threshold_uncertainty_score":0.9890666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09989941589224277,"score_gpt":0.4444659908283067,"score_spread":0.344566574936064,"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."}}