{"id":"W2906763005","doi":"","title":"Pas d'éclairs sans tonnerre","year":2017,"lang":"fr","type":"book","venue":"Editions Zoé eBooks","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Ethnology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001740443,0.0008177406,0.0006821501,0.000209457,0.002187356,0.004917494,0.002009748,0.0007013815,0.0005335047],"category_scores_gemma":[0.000192212,0.0006839474,0.0006172596,0.00006133973,0.001357196,0.002420138,0.0008535282,0.0009519805,0.001898645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003546056,"about_ca_system_score_gemma":0.001331398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004396804,"about_ca_topic_score_gemma":0.00126151,"domain_scores_codex":[0.9965571,0.0000845945,0.0006405573,0.001037697,0.0007229787,0.0009570335],"domain_scores_gemma":[0.9957026,0.0002534122,0.000569748,0.002177458,0.0005182769,0.0007785689],"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":[0.000002658411,0.00005843359,0.000001449978,0.0000463938,0.00007115816,0.0003800819,0.0008845691,0.000008119827,0.00003211939,0.6145929,0.3668607,0.01706137],"study_design_scores_gemma":[0.000316762,0.000219067,0.0001980887,0.0007887047,0.00008888506,0.0003976334,0.00004129306,0.000247573,0.0002033873,0.103986,0.8926319,0.0008807282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005727056,0.0004246082,0.005186253,0.00476812,0.01424882,0.0005242483,0.0006237709,0.0003149112,0.973852],"genre_scores_gemma":[0.01757679,0.00004232085,0.001670076,0.002342532,0.01000956,0.0000664388,0.0003724175,0.0000619403,0.9678579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5257712,"threshold_uncertainty_score":0.9995612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3158276001905571,"score_gpt":0.3167040208591852,"score_spread":0.0008764206686280862,"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."}}