{"id":"W2040973352","doi":"10.4000/ticetsociete.1365","title":"Quelles perspectives critiques pour aborder les TIC ?","year":2014,"lang":"fr","type":"article","venue":"Tic & société","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000220736,0.0003289264,0.0003471417,0.00004883615,0.0003150195,0.001454433,0.0004996827,0.0001726963,0.001095983],"category_scores_gemma":[0.0004343319,0.000257533,0.0002087613,0.0002284771,0.0004185294,0.001852922,0.0002204164,0.0002579273,0.0009844296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187422,"about_ca_system_score_gemma":0.0001544624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431483,"about_ca_topic_score_gemma":0.0001324173,"domain_scores_codex":[0.9980989,0.0001898181,0.0002902872,0.0005109388,0.0003108705,0.0005992039],"domain_scores_gemma":[0.9983696,0.0003956568,0.0001078117,0.0004365273,0.0004094817,0.0002809127],"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":[0.000005273373,0.0002826906,0.00004193229,0.00009095544,0.00005888103,0.00003079368,0.0251793,0.00001426058,0.000454029,0.807779,0.03826104,0.1278018],"study_design_scores_gemma":[0.001008185,0.0005293979,0.006781847,0.0005168458,0.0001153855,0.000200017,0.01638145,0.01668754,0.001556463,0.3086406,0.6463594,0.001222822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09656183,0.05221102,0.03857303,0.05857313,0.002064734,0.0003503957,0.00001776341,0.0004655725,0.7511825],"genre_scores_gemma":[0.8394181,0.0006908486,0.002949084,0.001413025,0.000911069,0.000006645517,0.00000286594,0.0000245621,0.1545838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7428562,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674883129219524,"score_gpt":0.3649796639117192,"score_spread":0.1974913509897668,"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."}}