{"id":"W4240173719","doi":"10.4000/edc.1133","title":"Introduction","year":2001,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Computer 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005038305,0.0003525431,0.0003858259,0.0001102167,0.002492438,0.0005017078,0.004382704,0.000510639,0.002198363],"category_scores_gemma":[0.001106949,0.0004342585,0.0002379385,0.001842293,0.002266344,0.001489138,0.0008130687,0.001036826,0.0004713712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827888,"about_ca_system_score_gemma":0.0009662011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03900426,"about_ca_topic_score_gemma":0.05202553,"domain_scores_codex":[0.9937331,0.003238675,0.0007333708,0.0004746465,0.0007267033,0.001093509],"domain_scores_gemma":[0.99435,0.0009530747,0.0007139237,0.003129998,0.0004628322,0.0003901874],"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":[0.00004041858,0.0006359349,0.01678589,0.0000315925,0.00009803309,0.000002339355,0.03845792,0.0005625677,0.0001768315,0.8028979,0.07509519,0.06521542],"study_design_scores_gemma":[0.0003219905,0.00005961481,0.03308732,0.0001814313,0.00009119446,0.00003100559,0.01159555,0.001568204,0.00003552411,0.0256818,0.9268944,0.0004519255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1565641,0.1262136,0.002152694,0.5496441,0.0009470184,0.0007778833,0.00002006253,0.0003962461,0.1632843],"genre_scores_gemma":[0.7794474,0.176769,0.01366447,0.001480074,0.001044306,0.000130535,0.0000681299,0.00004326441,0.02735287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8517992,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739774491110127,"score_gpt":0.3430453578977978,"score_spread":0.2956476129866965,"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."}}