{"id":"W2055543886","doi":"10.4000/communication.856","title":"La discussion éditoriale","year":2008,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art; Public space; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002476661,0.00009762873,0.0001207265,0.00003759149,0.001557222,0.00002460183,0.0004915683,0.0002776915,0.0003835922],"category_scores_gemma":[0.0008658285,0.00008741186,0.00006935566,0.000291068,0.002888696,0.0003449564,0.00006784941,0.0003263488,0.0002589049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460404,"about_ca_system_score_gemma":0.0003185868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004815067,"about_ca_topic_score_gemma":0.00007751663,"domain_scores_codex":[0.9962252,0.00299095,0.0002304725,0.0001530505,0.0002036166,0.0001967514],"domain_scores_gemma":[0.9972772,0.001835118,0.00015436,0.0004942131,0.0001536376,0.00008546494],"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":[0.000004213754,0.0004278635,0.009157655,0.00002491074,0.00003474035,5.909035e-7,0.2135493,0.00001337667,0.00005093334,0.5082596,0.2247353,0.04374151],"study_design_scores_gemma":[0.0001494615,0.00001538141,0.01202846,0.00007373944,0.00001652025,0.000005178209,0.03759518,0.00003122403,0.000007636349,0.01206225,0.9378872,0.0001277664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1505072,0.04827567,0.0008340501,0.4035661,0.0344338,0.0005448275,0.00002218791,0.0002465797,0.3615696],"genre_scores_gemma":[0.9187435,0.04344339,0.004068167,0.0001607085,0.007209444,0.00003735569,0.00009813735,0.00001414961,0.02622514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7682363,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3046187622127591,"score_gpt":0.4792955277169951,"score_spread":0.1746767655042359,"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."}}