{"id":"W6999084030","doi":"","title":"Business Design. A new way forward. A powerful tool for unlocking social value.","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Argument (complex analysis); Artifact-centric business process model; Incrementalism; Business rule; Problem solver; Business process modeling; Curiosity; Space (punctuation)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002173633,0.001224543,0.002000224,0.004723765,0.00358265,0.001163603,0.006533153,0.001937709,0.0001418601],"category_scores_gemma":[0.000311721,0.00163721,0.001083939,0.007647806,0.001277478,0.001316471,0.003158844,0.002067294,0.00048185],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004919942,"about_ca_system_score_gemma":0.008811349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026136,"about_ca_topic_score_gemma":0.001221755,"domain_scores_codex":[0.988143,0.003594284,0.000480997,0.002890876,0.002406558,0.00248426],"domain_scores_gemma":[0.9932151,0.0007136792,0.0008275135,0.001892379,0.002330336,0.001020924],"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":[0.002073866,0.0003325587,0.00005523727,0.0003118037,0.003559407,0.003198634,0.0004417413,0.00006695082,0.001636731,0.5834053,0.404643,0.0002747104],"study_design_scores_gemma":[0.005978595,0.0003125734,0.000193497,0.0007238542,0.002325698,0.00006459845,0.00215077,0.0001329955,0.0005004023,0.000111435,0.9857158,0.001789753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000203216,0.0004830288,0.01232397,0.0006180955,0.0006176757,0.005852978,0.0005491537,0.0005658871,0.978786],"genre_scores_gemma":[0.0005908715,0.0001738534,0.007096315,0.00004042641,0.0009417052,0.000003052867,0.0004175699,0.001195216,0.989541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5832939,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034973938130831,"score_gpt":0.32818194919392,"score_spread":0.2246845553808369,"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."}}