{"id":"W1176389416","doi":"","title":"Rachel Berman : Recent Work","year":2009,"lang":"fr","type":"article","venue":"Vie des arts","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Computer science; Epistemology; Philosophy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002776601,0.0001821756,0.0002347864,0.00001865318,0.001959668,0.00009037976,0.0001876397,0.0001379663,0.001053259],"category_scores_gemma":[0.00004888919,0.0001554185,0.0001594024,0.000531118,0.0007152861,0.000277461,0.00007882347,0.0001739766,0.0009636838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260932,"about_ca_system_score_gemma":0.00003220702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975149,"about_ca_topic_score_gemma":0.0009086117,"domain_scores_codex":[0.9985432,0.0001421877,0.0002269479,0.0002402294,0.0002731256,0.0005742961],"domain_scores_gemma":[0.9995067,0.00004099904,0.00007984392,0.000101309,0.0001095499,0.0001616544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002333887,0.0002048735,0.000632431,0.00001144407,0.00004480314,0.00003445375,0.110637,0.000004024321,0.00002199306,0.05781527,0.07544427,0.7551261],"study_design_scores_gemma":[0.0001060792,0.0001282059,0.02017411,0.000132388,0.00003892856,0.000001729837,0.005405179,0.000001764281,0.00003821831,0.04093134,0.9328064,0.0002356983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2299827,0.03187423,0.0000134367,0.1723708,0.002935277,0.0002430997,0.000007188055,0.00008925402,0.562484],"genre_scores_gemma":[0.8468096,0.01128997,0.0002863349,0.001726226,0.002125327,0.000007781995,0.000005860448,0.000008964802,0.13774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8573621,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0641353102103929,"score_gpt":0.3445095233680002,"score_spread":0.2803742131576072,"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."}}