{"id":"W3134182061","doi":"10.3917/pug.lafon.2019.01.0191","title":"Médias et médiatisation","year":2019,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Grenoble eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003922885,0.0006551498,0.0005632111,0.0002676446,0.0006991423,0.0002301674,0.0007832376,0.0008529506,0.003346459],"category_scores_gemma":[0.0001028919,0.0007530266,0.0003678277,0.00004368677,0.001544909,0.000607994,0.0003029753,0.0005901289,0.0009787716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939039,"about_ca_system_score_gemma":0.002691246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062926,"about_ca_topic_score_gemma":0.005323069,"domain_scores_codex":[0.9966683,0.0004207735,0.0004885977,0.0007676436,0.0007835308,0.0008711048],"domain_scores_gemma":[0.9973472,0.0005476167,0.0006034537,0.0005962063,0.0005025116,0.0004030266],"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":[0.00002977491,0.00003016007,0.002163973,0.0001773014,0.000316906,0.00003653407,0.01804711,0.0005715115,0.0001364576,0.9633069,0.007361706,0.007821635],"study_design_scores_gemma":[0.0007077317,0.00009896713,0.004398705,0.0003495225,0.0005249226,0.00001144167,0.005305725,0.0003294518,0.0002378947,0.009984662,0.9770293,0.001021681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01298156,0.00100028,0.0004803621,0.006153462,0.001298023,0.001013214,0.0002802906,0.0002356485,0.9765571],"genre_scores_gemma":[0.3236087,0.0006957518,0.0006190183,0.002437872,0.0004862429,0.00000442765,0.0002132013,0.0000898889,0.6718448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9696676,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130321758476368,"score_gpt":0.3407856645485592,"score_spread":0.2104639060721913,"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."}}