{"id":"W4391464481","doi":"10.1002/9781394260331.ch71","title":"Science and Technology, Sociology of","year":2018,"lang":"en","type":"other","venue":"","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sociology; Science, technology and society; Social science; Epistemology; 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007402935,0.0000326312,0.0000774038,0.0004027187,0.0001543244,0.000009063152,0.0001235521,0.0001196028,0.003672561],"category_scores_gemma":[0.0001223525,0.0000271896,0.000004831501,0.0003431879,0.006416293,0.00005615362,0.00003603625,0.00001700674,0.00007116341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361254,"about_ca_system_score_gemma":0.0003312844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007595785,"about_ca_topic_score_gemma":0.0004293866,"domain_scores_codex":[0.9995686,0.00001577973,0.00009675461,0.00006055407,0.0001600288,0.00009825665],"domain_scores_gemma":[0.9995818,0.000009201091,0.0001425447,0.00006421318,0.0001858397,0.00001641648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[1.596616e-7,7.118787e-7,0.0000730953,0.000005683323,0.000002087434,7.107575e-9,0.002558743,1.595609e-10,0.00001466739,0.7345463,0.2616215,0.001176983],"study_design_scores_gemma":[0.00003589532,0.00002132292,0.000004868123,0.000009316286,0.000001617397,1.410057e-7,0.02413208,3.261752e-7,0.00004460184,0.002610641,0.9731078,0.00003146158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001949701,0.00002860632,0.0001043762,0.0003568157,0.0002066231,0.0001273807,0.000003916854,0.00005323911,0.9989241],"genre_scores_gemma":[0.01535723,0.00006338553,0.0006680306,0.0000594163,0.0001529405,0.000004241118,0.000001649298,0.00001522848,0.9836779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7319357,"threshold_uncertainty_score":0.9972382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648226430973858,"score_gpt":0.3626580405454669,"score_spread":0.3461757762357283,"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."}}