{"id":"W4205699604","doi":"10.1016/j.sheji.2021.10.002","title":"Review of designing designing, by John Chris Jones","year":2021,"lang":"en","type":"article","venue":"She ji","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Art history; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004972703,0.00007167381,0.0001733336,0.00001112591,0.0002171044,0.00003384989,0.0001302243,0.00006360524,0.002440278],"category_scores_gemma":[0.0003925459,0.00006088436,0.00005795441,0.0003406867,0.00008201153,0.00009094482,0.00003944361,0.00008615292,0.00002757206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005500982,"about_ca_system_score_gemma":0.0002795198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007914518,"about_ca_topic_score_gemma":0.0001292338,"domain_scores_codex":[0.9990812,0.0001368844,0.000205979,0.0001387321,0.000238623,0.0001985965],"domain_scores_gemma":[0.999512,0.00006432789,0.00008763051,0.00009473575,0.0001678488,0.00007347809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.276163e-7,0.00001364305,0.0004836385,0.0001613036,0.00001452477,0.000004206875,0.001230914,1.989742e-7,0.002381379,0.0002139147,0.9844557,0.01103964],"study_design_scores_gemma":[0.0000558557,0.000009945853,0.00009889913,0.001495638,0.00001549623,0.000001046184,0.002085194,3.610463e-7,0.02023504,0.00007184594,0.9758319,0.00009874111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01171345,0.6800321,0.001685496,0.04882638,0.00151302,0.001004655,0.000026292,0.0002184407,0.2549802],"genre_scores_gemma":[0.0811774,0.4049471,0.0157236,0.01052419,0.0009231847,0.00008900055,0.0001118815,0.00005630352,0.4864473],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.275085,"threshold_uncertainty_score":0.9984716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645915089205506,"score_gpt":0.3148840313520349,"score_spread":0.2584248804599798,"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."}}