{"id":"W4234231479","doi":"10.17184/eac.anthropen.025","title":"Science(s)","year":2016,"lang":"fr","type":"article","venue":"Anthropen","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Ethnology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003570038,0.00008423495,0.0001067842,0.0000768524,0.001256019,0.0000600319,0.000489182,0.00008701454,0.005136209],"category_scores_gemma":[0.00105208,0.00006179639,0.00004403662,0.0007425222,0.0177788,0.0007895257,0.00005782839,0.00006261317,0.002242681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512005,"about_ca_system_score_gemma":0.00145148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009134322,"about_ca_topic_score_gemma":0.0001068845,"domain_scores_codex":[0.9985373,0.0002796034,0.0001556815,0.0002850105,0.0002984791,0.0004439407],"domain_scores_gemma":[0.9986953,0.0006952474,0.0000776412,0.0001711609,0.0002145594,0.0001460612],"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":[5.788843e-7,0.00005618709,0.003756189,0.000003065861,0.000008838825,4.118447e-7,0.01362791,7.101425e-8,0.0003851412,0.8738784,0.009774726,0.09850845],"study_design_scores_gemma":[0.000153264,0.00006023674,0.009402859,0.00009521445,0.00001222089,0.000001795296,0.0461041,0.000001342189,0.0001852722,0.01290889,0.9309216,0.0001532022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1182608,0.001915659,0.0003228498,0.3491093,0.01567168,0.0001854037,0.00001286581,0.00004302848,0.5144784],"genre_scores_gemma":[0.8794343,0.003345862,0.0008579653,0.0006356786,0.004223686,0.000008017537,0.000001014265,0.000008147184,0.1114853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9211469,"threshold_uncertainty_score":0.9985342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3696080795190574,"score_gpt":0.5472377240385514,"score_spread":0.177629644519494,"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."}}