{"id":"W4210812244","doi":"10.25518/ciriec.wp202101","title":"A Global but not Spontaneous Firm","year":2021,"lang":"en","type":"report","venue":"Working paper/Working paper CIRIEC ...","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Relevance (law); Multitude; Virtuous circle and vicious circle; Government (linguistics); Political science; Business; Finance; Public relations; Economics; Law; Politics","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"],"category_scores_codex":[0.001132342,0.001617342,0.002166836,0.0002961105,0.001555943,0.002344318,0.001172534,0.000973911,0.003391422],"category_scores_gemma":[0.0007371178,0.001682145,0.001070378,0.001323615,0.0002676297,0.0005665168,0.002050913,0.001280519,0.0007726771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537354,"about_ca_system_score_gemma":0.0008495081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003442144,"about_ca_topic_score_gemma":0.01945267,"domain_scores_codex":[0.9927379,0.00005613231,0.001693823,0.002272073,0.001423939,0.001816131],"domain_scores_gemma":[0.996082,0.0002634202,0.001277312,0.001542207,0.0007397209,0.00009533042],"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":[0.0006028726,0.0006598973,0.07187967,0.002270958,0.004225639,0.01569948,0.0005183179,0.001325746,0.000199978,0.01412767,0.4597893,0.4287005],"study_design_scores_gemma":[0.0006201275,0.00001850991,0.007038121,0.001885125,0.0006089583,0.0005589357,0.000498398,0.0001240357,0.000001806983,0.0002211908,0.9865079,0.001916879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01317496,0.01255126,0.00003976347,0.002533675,0.01815353,0.0009034328,0.00005582886,0.0007938224,0.9517937],"genre_scores_gemma":[0.92014,0.004943805,0.000344755,0.01508914,0.03305414,0.0002084246,0.0007434493,0.0004608207,0.02501544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9267783,"threshold_uncertainty_score":0.9997439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303702110203279,"score_gpt":0.2490598746471997,"score_spread":0.2060228535451669,"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."}}