{"id":"W7031416556","doi":"","title":"Introduction","year":2018,"lang":"fr","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultural studies","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001007338,0.001522704,0.001210198,0.001120817,0.001350629,0.002714988,0.001192204,0.001106478,0.1433492],"category_scores_gemma":[0.0006839507,0.001795738,0.0006124522,0.0006448373,0.00139761,0.06013093,0.0009972402,0.00109661,0.1677779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007001013,"about_ca_system_score_gemma":0.0001594037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380593,"about_ca_topic_score_gemma":0.001038118,"domain_scores_codex":[0.9934305,0.00004009564,0.001722811,0.002219351,0.001394641,0.001192615],"domain_scores_gemma":[0.9941297,0.0001344748,0.002067256,0.001307229,0.002230145,0.0001312163],"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":[0.0001279277,0.0001537296,0.00005978305,0.0005290028,0.0001267186,0.00007150686,0.00000758862,0.00001778885,0.0001096494,0.6973312,0.2944941,0.006970953],"study_design_scores_gemma":[0.0009429261,0.0001825397,0.002192955,0.001582723,0.0003882322,0.00009565897,0.00004446981,0.0001866981,0.0004475487,0.05374867,0.938361,0.001826557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009407354,0.00110807,0.003451078,0.1016472,0.02301298,0.001940001,0.000601663,0.0006309219,0.8666673],"genre_scores_gemma":[0.08800029,0.0007800832,0.00167792,0.04684581,0.08533629,0.0004794527,0.01420172,0.00063434,0.7620441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6438669,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929252775544575,"score_gpt":0.2161728127520623,"score_spread":0.1968802849966166,"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."}}