{"id":"W4231175369","doi":"10.17184/eac.anthropen.061","title":"Sens","year":2017,"lang":"fr","type":"article","venue":"Anthropen","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Ethnography; Sociology; Anthropology","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002721648,0.0001086684,0.0002037345,0.000009117766,0.005123791,0.0003003585,0.0005535716,0.000120726,0.003114558],"category_scores_gemma":[0.0002026201,0.0001096336,0.00008682334,0.00004547256,0.004292401,0.000413128,0.0002416043,0.0001105723,0.001486006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545973,"about_ca_system_score_gemma":0.000111488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1884452,"about_ca_topic_score_gemma":0.02407649,"domain_scores_codex":[0.9989968,0.00009491129,0.0001168055,0.0001856028,0.0002182606,0.0003876039],"domain_scores_gemma":[0.9993162,0.00003491218,0.0001418182,0.0003310796,0.000068367,0.0001076017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003496971,0.0001090877,0.006377002,0.00001792575,0.0001362693,0.00007121937,0.02286968,0.000001113123,0.00001446028,0.5518696,0.3450001,0.07353006],"study_design_scores_gemma":[0.0001375072,0.00002757876,0.008668303,0.00004313611,0.0000383753,6.227714e-7,0.003253376,0.00003347156,0.00001897217,0.005252978,0.9823604,0.00016532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0212737,0.02794496,0.00002344365,0.03949138,0.01046134,0.0001750092,0.0000207178,0.00002313861,0.9005863],"genre_scores_gemma":[0.6118249,0.01195087,0.0002261566,0.0002846488,0.003544231,0.000002909756,6.374129e-7,0.00001258933,0.3721531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6373603,"threshold_uncertainty_score":0.9992915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215440081476267,"score_gpt":0.3660668765384876,"score_spread":0.2445228683908609,"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."}}