{"id":"W4407097606","doi":"10.1386/eme_00212_1","title":"Towards a science of projectification: The application of the project society to Nystrom’s paradigms for the study of human communication systems","year":2024,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sociology; Cognitive science; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01204785,0.001019509,0.0006575659,0.00581267,0.005876399,0.01262827,0.00213315,0.003411885,0.00478075],"category_scores_gemma":[0.01449147,0.0004671888,0.0009549505,0.003228228,0.05342907,0.02618509,0.01250587,0.005217648,0.0007375045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005969099,"about_ca_system_score_gemma":0.005146604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334567,"about_ca_topic_score_gemma":0.001628957,"domain_scores_codex":[0.9864275,0.01061359,0.0003252106,0.0007164065,0.001444018,0.0004732603],"domain_scores_gemma":[0.9854863,0.01025334,0.001043359,0.001409496,0.0009868889,0.000820607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003122334,0.000005398274,0.00009554609,0.00002051156,0.000001300132,0.00002195668,0.003730965,0.0001236082,0.00002671903,0.993204,0.0003012003,0.002465621],"study_design_scores_gemma":[0.000006840248,0.00001313366,0.0001274614,0.00007757876,0.000002177963,0.0000603406,0.003428349,0.0009087443,0.00008359403,0.9591209,0.03616335,0.000007480151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03134256,0.005548219,0.5306186,0.05509226,0.001331921,0.0002257721,0.00007298071,0.0001051704,0.3756624],"genre_scores_gemma":[0.8386672,0.00544721,0.1295117,0.003011477,0.001037188,0.001142867,0.00006399907,0.0001968962,0.02092155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01262827,"threshold_uncertainty_score":0.06371582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0994367655663438,"score_gpt":0.4327029881648883,"score_spread":0.3332662225985445,"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."}}