{"id":"W4212792058","doi":"10.3166/ria.16.443-483","title":"Remarks on the complexity of cooperative work","year":2002,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Computer science; Engineering; Mechanical 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006157527,0.0002590726,0.0002935987,0.0001392756,0.0004205878,0.0002189286,0.0004148781,0.0001551191,0.01643377],"category_scores_gemma":[0.0004172054,0.0002084169,0.0001170305,0.002306677,0.001070068,0.000648766,0.0001034447,0.0004047345,0.004489864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760977,"about_ca_system_score_gemma":0.00001252714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489164,"about_ca_topic_score_gemma":0.0000252391,"domain_scores_codex":[0.9983186,0.00005789955,0.0006763259,0.0003525892,0.0002252592,0.0003693498],"domain_scores_gemma":[0.9981268,0.0002087385,0.0004132997,0.0005301677,0.0007071664,0.00001380299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005124919,0.0005008666,0.0005165401,0.0003301112,0.00003863268,0.000007309682,0.0003701377,0.01265952,0.0002446202,0.9181698,0.04164422,0.02546698],"study_design_scores_gemma":[0.0001337292,0.0001361795,0.001440016,0.002934907,0.0001208339,0.000007699006,0.002770903,0.5636516,0.0144182,0.02643534,0.38714,0.0008106672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07814497,0.01252746,0.03319055,0.2829865,0.006667461,0.00182199,0.00002981336,0.0001611765,0.58447],"genre_scores_gemma":[0.9770662,0.0002608222,0.0001175531,0.001665407,0.0006541793,0.00001670433,0.00001548391,0.00002478191,0.02017889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8989212,"threshold_uncertainty_score":0.9962853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235131560213975,"score_gpt":0.2635669045550691,"score_spread":0.1400537485336716,"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."}}