{"id":"W7133435020","doi":"","title":"Réseaux sociaux et PME (Matinée des chercheurs UMONS2015)","year":2015,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Perspective (graphical); Context (archaeology); Work (physics); Order (exchange)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002584838,0.0002969863,0.0003757523,0.00004096028,0.000913984,0.0002861788,0.000815566,0.0003904636,0.0007367523],"category_scores_gemma":[0.002022716,0.0003026593,0.0002303499,0.001437002,0.002783989,0.0009876627,0.0001746216,0.0004777818,0.001592955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009337351,"about_ca_system_score_gemma":0.002566963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1546988,"about_ca_topic_score_gemma":0.1085212,"domain_scores_codex":[0.9960911,0.0007307561,0.0003640919,0.0005050056,0.00114986,0.001159139],"domain_scores_gemma":[0.9978101,0.0003115356,0.0002942241,0.0002849159,0.0004239072,0.0008753667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001237947,0.0002795589,0.02651216,0.00002684041,0.00004326159,0.000032725,0.122787,0.00004964634,0.00005244384,0.3258035,0.4885758,0.03582461],"study_design_scores_gemma":[0.0004645263,0.0001509954,0.04620575,0.0001256037,0.00006508151,0.000006700904,0.05563065,0.0001806587,0.0000419891,0.1538667,0.7426516,0.0006097503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3009594,0.01198841,0.0004181563,0.3072132,0.005525658,0.0004085013,0.0001108208,0.0002063752,0.3731694],"genre_scores_gemma":[0.8694436,0.005059279,0.002936032,0.002082316,0.001604735,0.00004024954,0.000006565718,0.00004763637,0.1187796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5684842,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083783187293225,"score_gpt":0.407119802222788,"score_spread":0.1987414834934655,"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."}}