{"id":"W2612565242","doi":"10.7202/1034432ar","title":"Les sciences sociales en quête de scientificité : l’exemple des recherches sociales","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01644219,0.0002332872,0.0004179763,0.00009441831,0.002429699,0.0001441928,0.002333733,0.0001806456,0.0008767731],"category_scores_gemma":[0.005678233,0.0001849819,0.0002282319,0.0009022299,0.0100037,0.0007917561,0.0004555032,0.0003186143,0.00007626371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003736018,"about_ca_system_score_gemma":0.005588052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04828468,"about_ca_topic_score_gemma":0.02289021,"domain_scores_codex":[0.9936576,0.003384583,0.0007902867,0.0002382586,0.001353234,0.0005759894],"domain_scores_gemma":[0.9953647,0.002924931,0.0006977109,0.0002100984,0.0006507145,0.0001518381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004060551,0.0002100111,0.009269173,0.0006515636,0.00006907701,8.016171e-7,0.02221163,7.93707e-7,0.0001183412,0.2874427,0.006266841,0.673755],"study_design_scores_gemma":[0.0002096688,0.00005519711,0.1219526,0.01790557,0.00003993552,0.00000380844,0.009205469,0.000003272576,0.0008663938,0.1166987,0.7326404,0.0004190569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5694866,0.09775415,0.004592015,0.1612799,0.003048978,0.0005709757,0.0001320376,0.00007612736,0.1630592],"genre_scores_gemma":[0.8192613,0.1193181,0.01214818,0.0009824357,0.0003556573,0.0000396843,0.000007346879,0.00001695691,0.04787035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7263736,"threshold_uncertainty_score":0.998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4510209115744341,"score_gpt":0.4782472936127745,"score_spread":0.02722638203834038,"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."}}