{"id":"W4417456228","doi":"10.3917/inno.057.0225d","title":"Jean-Paul Lafrance (2018), Promesses et mirages de la civilisation numérique , Montréal, Éditions Liber, 176 p.","year":2018,"lang":"","type":"article","venue":"Innovations","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Civilization; Hippopotamus; Limiting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267117,0.001601021,0.001033153,0.003278134,0.003638563,0.00717209,0.001623606,0.002538078,0.05437413],"category_scores_gemma":[0.003748772,0.0007722438,0.0005173832,0.00624975,0.003854311,0.007594214,0.001365379,0.003309502,0.01901581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01438004,"about_ca_system_score_gemma":0.01190633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4594105,"about_ca_topic_score_gemma":0.6575431,"domain_scores_codex":[0.999283,0.0001298856,0.0000386759,0.0001010331,0.0003455286,0.0001018276],"domain_scores_gemma":[0.9984494,0.0005992489,0.0001256093,0.00005926514,0.0006051401,0.0001612875],"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":[0.00003391609,0.00001016086,0.0004903292,0.0006318514,0.00001204218,0.00008409385,0.002504674,0.0001234207,0.0001429979,0.03500547,0.8858972,0.07506394],"study_design_scores_gemma":[0.000007346393,0.00000457876,0.001897975,0.0006724359,0.000006529861,0.0001236017,0.0009609509,0.00006914048,0.0001188428,0.004174768,0.9919458,0.00001804697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006782214,0.8782352,0.002297151,0.06032699,0.00656236,0.00001590356,0.0008221155,0.000268127,0.05079388],"genre_scores_gemma":[0.03359978,0.6749753,0.003457065,0.008917957,0.008252766,0.0001099128,0.0009491015,0.0005356286,0.2692025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4594105,"threshold_uncertainty_score":0.9134729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08427062115215601,"score_gpt":0.3172211504040276,"score_spread":0.2329505292518716,"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."}}