{"id":"W4248486481","doi":"10.3917/ems.autis.2016.01.0243","title":"Les miscellanées du changement","year":2016,"lang":"fr","type":"book-chapter","venue":"EMS Editions eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.001222912,0.0007606931,0.0004152245,0.002995318,0.005624918,0.007539795,0.001728217,0.002115255,0.02310479],"category_scores_gemma":[0.002324494,0.0003926578,0.0005841183,0.004647924,0.008436036,0.005275393,0.002445824,0.002829297,0.004627668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01626536,"about_ca_system_score_gemma":0.007733313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1473897,"about_ca_topic_score_gemma":0.2585825,"domain_scores_codex":[0.9983266,0.0004463883,0.0000607591,0.0003261918,0.0006388761,0.0002012012],"domain_scores_gemma":[0.9988497,0.0004197893,0.00008152372,0.0001618018,0.0003803502,0.0001067336],"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":[0.00004188421,0.00003160006,0.0008879983,0.0008498986,0.00001236968,0.0004834842,0.02410371,0.0004805908,0.0006072393,0.6525856,0.09616826,0.2237473],"study_design_scores_gemma":[0.000001166372,0.000007407738,0.0006337661,0.0003563057,0.000003389815,0.0001775803,0.001600564,0.000086676,0.0001581456,0.007792874,0.9891729,0.000009176922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007494704,0.08594134,0.009678799,0.01504428,0.003380885,0.00007629318,0.0002949089,0.0002358995,0.8778529],"genre_scores_gemma":[0.1244086,0.06211168,0.00781507,0.003935341,0.001640125,0.0001650842,0.0004325888,0.0003446541,0.799147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1473897,"threshold_uncertainty_score":0.2930635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06708612878005842,"score_gpt":0.2885565746988218,"score_spread":0.2214704459187634,"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."}}