{"id":"W2413102060","doi":"10.3917/pdc.006.0059","title":"Public profane, public expert","year":2016,"lang":"fr","type":"article","venue":"Politiques de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005939457,0.0002125445,0.000246828,0.0001908043,0.0006597844,0.0007961242,0.0007555884,0.0001446597,0.007022766],"category_scores_gemma":[0.0005551796,0.0001658949,0.0001764095,0.00006351338,0.0008200586,0.0006223791,0.0002588935,0.0001690699,0.0003698473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727026,"about_ca_system_score_gemma":0.0002680355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189631,"about_ca_topic_score_gemma":0.003614117,"domain_scores_codex":[0.9980222,0.0005150746,0.000412592,0.0002245774,0.0001980944,0.0006274358],"domain_scores_gemma":[0.9971389,0.0003088196,0.0002128016,0.001245823,0.0008253922,0.0002682951],"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":[0.000002760872,0.0002218224,0.0007214861,0.00002318933,0.0001043303,0.000001417282,0.005009509,3.322509e-8,0.00003479646,0.9574165,0.02352931,0.0129348],"study_design_scores_gemma":[0.000186245,0.00003715582,0.0003490208,0.0001607523,0.00005537179,0.000004614473,0.002016369,0.00009505105,0.0001642164,0.1009799,0.8957031,0.0002482021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005125479,0.06324586,0.0003279266,0.2799797,0.0003130504,0.0001565753,0.0001554581,0.0001435781,0.6505524],"genre_scores_gemma":[0.9017953,0.04338462,0.0005577905,0.001347633,0.002077559,0.00008058741,0.00009347736,0.00003339939,0.05062967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8966698,"threshold_uncertainty_score":0.9946836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143797507759846,"score_gpt":0.3544198672694573,"score_spread":0.1400401164934727,"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."}}