{"id":"W4283582208","doi":"10.29173/cf621","title":"Littérature(s) et industrie(s)","year":2022,"lang":"fr","type":"article","venue":"Convergences francophones","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001344626,0.0003251026,0.0004638987,0.00009088549,0.003765774,0.00008812304,0.0007316804,0.0002450206,0.1022212],"category_scores_gemma":[0.0002084905,0.0003718948,0.0002735733,0.002865487,0.001450401,0.0003496233,0.0004093405,0.001218744,0.002450087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767389,"about_ca_system_score_gemma":0.0006898744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01821028,"about_ca_topic_score_gemma":0.00426999,"domain_scores_codex":[0.9957319,0.001475227,0.0004296849,0.0005351721,0.001034108,0.0007938982],"domain_scores_gemma":[0.9987849,0.0003489483,0.0002419358,0.0002490999,0.0001287368,0.0002463764],"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":[0.00002108663,0.000222519,0.00237685,0.00003610075,0.0001332697,0.00005379221,0.07593696,0.0001365013,0.00001636543,0.2116539,0.6800174,0.02939528],"study_design_scores_gemma":[0.0002856533,0.0001516189,0.001378366,0.00002249485,0.00003636802,0.000003351679,0.04849913,0.00004831477,0.00002490478,0.01085826,0.9382604,0.0004311054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03198411,0.4419523,0.00008261691,0.04702393,0.3082588,0.0006072192,0.0002990818,0.0002217802,0.1695702],"genre_scores_gemma":[0.582328,0.0254676,0.00008908255,0.003174755,0.003078,0.0002092151,0.00002002909,0.00003595541,0.3855974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5503438,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645505148821051,"score_gpt":0.2628736505604511,"score_spread":0.2264185990722406,"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."}}