{"id":"W2281540437","doi":"10.1057/sub.2009.11","title":"Review of Human–Machine Reconfigurations: Plans and Situated Actions","year":2009,"lang":"en","type":"article","venue":"Subjectivity","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Situated; Subjectivity; Sociology; Epistemology; Computer science; Cognitive science; Artificial intelligence; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153361,0.00007749879,0.0001730477,0.00004266794,0.00004890405,0.000005550857,0.00004676558,0.00003798364,0.00001538474],"category_scores_gemma":[0.00005632397,0.00007532122,0.00003083839,0.0001651111,0.00001310454,0.00005753099,0.000004375561,0.00008902916,0.00000234609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869736,"about_ca_system_score_gemma":0.000004599768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855721,"about_ca_topic_score_gemma":0.00002586817,"domain_scores_codex":[0.9996011,0.00003041169,0.0001587164,0.00008823491,0.00003932528,0.00008226559],"domain_scores_gemma":[0.9996524,0.00009321922,0.0000273058,0.0001801213,0.00002451466,0.0000223953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000008787638,0.0002151532,0.001381162,0.008889175,0.0002084214,0.000002647633,0.0004597513,0.006252744,0.7714357,0.03390014,0.01117015,0.1660762],"study_design_scores_gemma":[0.002566056,0.001024042,0.5160541,0.01744772,0.0005935093,0.0003533926,0.0004713671,0.03659806,0.3108198,0.01994898,0.09079518,0.003327777],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5367031,0.09801194,0.2676698,0.001516467,0.0007119928,0.002161064,0.0003893028,0.002951801,0.08988462],"genre_scores_gemma":[0.9936981,0.005263982,0.0008967028,0.00003553609,0.00002960627,0.00002447365,0.00001457851,0.000007721083,0.00002929664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146729,"threshold_uncertainty_score":0.307151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05569392918856066,"score_gpt":0.3121169285589124,"score_spread":0.2564229993703517,"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."}}