{"id":"W6936607480","doi":"10.58079/vcoq","title":"Conférence de Louis-André DORION, Université Paul-Valéry Montpellier 3","year":2012,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Identification (biology); Data collection; Set (abstract data type); Field (mathematics)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002824801,0.0005847386,0.0006749897,0.0001785974,0.001600492,0.0002159179,0.00100485,0.0009815659,0.01833064],"category_scores_gemma":[0.000655127,0.0006793956,0.0003721774,0.0007193485,0.003784011,0.01348843,0.0003115132,0.0008789685,0.01195628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232592,"about_ca_system_score_gemma":0.0006237122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008712807,"about_ca_topic_score_gemma":0.0002652497,"domain_scores_codex":[0.9933943,0.002164233,0.0007213998,0.0007357337,0.0009197744,0.002064541],"domain_scores_gemma":[0.9957659,0.001133626,0.0004195436,0.0006292881,0.0005104182,0.001541215],"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":[0.00006304221,0.0005308663,0.0006713709,0.00005459347,0.0001213991,0.00004741289,0.001857658,0.0000272921,0.0001205171,0.9573146,0.03712852,0.002062698],"study_design_scores_gemma":[0.001000567,0.0001990311,0.01124727,0.0002052846,0.0002658279,0.00006157127,0.002774811,0.00003489859,0.0007858507,0.2030261,0.7795157,0.000883148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02996835,0.01371465,0.003752793,0.2674421,0.02043751,0.001378222,0.001641942,0.0003682896,0.6612961],"genre_scores_gemma":[0.9053143,0.002461111,0.0009156377,0.04908748,0.009724822,0.0001049774,0.0004699105,0.00006988321,0.03185183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.875346,"threshold_uncertainty_score":0.9996993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323509905842245,"score_gpt":0.2934532024163089,"score_spread":0.2611022118320844,"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."}}