{"id":"W4306825266","doi":"10.37113/ij.v19i01.514","title":"inducing, introducing","year":2022,"lang":"en","type":"article","venue":"IDEA JOURNAL","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Surprise; Computer science; Product (mathematics); Space (punctuation); Undo; Computer graphics (images); Determinism; Visual arts; Software; Art; Sociology; Mathematics; Epistemology; Geometry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00493765,0.0007235862,0.0003006493,0.0008574958,0.005680168,0.01326359,0.001109038,0.002866873,0.04611807],"category_scores_gemma":[0.02000999,0.0004168186,0.0007550379,0.0005618762,0.006953189,0.01227115,0.00610342,0.006487126,0.01752049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007882,"about_ca_system_score_gemma":0.002750719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000922225,"about_ca_topic_score_gemma":0.002510881,"domain_scores_codex":[0.9958639,0.00146096,0.0001793642,0.0006595041,0.001336641,0.0004996295],"domain_scores_gemma":[0.9926096,0.002068574,0.0005585923,0.00165119,0.001375786,0.00173626],"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":[0.00007651634,0.0000886732,0.0008461026,0.0003388388,0.000009953736,0.0005296426,0.02423925,0.00009777932,0.003427153,0.3666074,0.5397654,0.06397335],"study_design_scores_gemma":[0.000004003377,0.00002629196,0.0001841335,0.00005591673,0.000004277782,0.0002381122,0.002169444,0.00004015117,0.000371673,0.006480309,0.9904143,0.00001132506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01261727,0.002479075,0.02696353,0.08458738,0.05675424,0.0003631096,0.0002980501,0.003008841,0.8129284],"genre_scores_gemma":[0.1589414,0.003258773,0.02083409,0.07360927,0.0204233,0.0003539776,0.0003356273,0.00415744,0.7180862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9538819,"threshold_uncertainty_score":0.1542804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247446151771536,"score_gpt":0.2153550315932416,"score_spread":0.190610416416088,"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."}}