{"id":"W1968489396","doi":"10.7202/055824ar","title":"Les communications : vers un nouveau savoir savant?","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007067582,0.0006500135,0.0007046527,0.002348464,0.0204096,0.01692093,0.001244761,0.004224156,0.008490493],"category_scores_gemma":[0.01691776,0.0004554245,0.00037314,0.003481769,0.02076833,0.0117233,0.004213025,0.005490834,0.001512494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02027047,"about_ca_system_score_gemma":0.03391892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.488041,"about_ca_topic_score_gemma":0.5391192,"domain_scores_codex":[0.9923968,0.004256899,0.0001452137,0.0006497377,0.001547678,0.00100378],"domain_scores_gemma":[0.9748135,0.01022053,0.002131464,0.001237273,0.007809484,0.003787814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001266122,0.00005260433,0.01499596,0.000494349,0.00004116113,0.0009250803,0.7277484,0.0001828,0.002341161,0.1427599,0.02957428,0.08075771],"study_design_scores_gemma":[0.00001161256,0.00007047509,0.01512305,0.0008512646,0.00002992054,0.0004161371,0.3704576,0.0002316027,0.0008863418,0.01453933,0.597313,0.00006958525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3702717,0.03029622,0.008979021,0.3529205,0.001899905,0.00009643118,0.0003705899,0.0002881887,0.2348774],"genre_scores_gemma":[0.9169083,0.009002198,0.002296552,0.009393541,0.0005903409,0.00008289549,0.0001003533,0.0001492056,0.06147658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9795904,"threshold_uncertainty_score":0.9704006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5548269501307721,"score_gpt":0.4018974757274529,"score_spread":0.1529294744033192,"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."}}