{"id":"W4411618102","doi":"10.51847/okoqd5djvj","title":"10.51847/oKoqd5DjVJ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Mathematics education; Sociology; Psychology; Architectural engineering; Pedagogy; Visual arts; Engineering; Art; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000944602,0.000839184,0.0005528833,0.00180443,0.001725751,0.003688401,0.0008720713,0.002090817,0.9439109],"category_scores_gemma":[0.001476258,0.0004999178,0.0004543618,0.00202933,0.0006882915,0.00225709,0.002601372,0.0008846502,0.9169961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203246,"about_ca_system_score_gemma":0.0008882717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006354698,"about_ca_topic_score_gemma":0.007006068,"domain_scores_codex":[0.9994447,0.00007117113,0.00006821049,0.0001395075,0.0001773254,0.00009904729],"domain_scores_gemma":[0.9988489,0.0002243718,0.00005319943,0.0001883352,0.0004203502,0.0002648328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003472794,0.0002525549,0.002132811,0.0004775122,0.00001600528,0.0002554593,0.0003989987,0.0002395362,0.004039175,0.008862375,0.185752,0.7972264],"study_design_scores_gemma":[0.00002810251,0.00003389218,0.001277382,0.0001344499,0.000007681077,0.0001744699,0.0003144492,0.0001928063,0.0005185682,0.0008222157,0.9964823,0.00001372413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00351529,0.0005886439,0.002452486,0.0007461825,0.0006032576,0.0001239655,0.001328383,0.001167202,0.9894745],"genre_scores_gemma":[0.005787066,0.0003174609,0.001874449,0.0002656563,0.00003951672,0.00004851433,0.0009780179,0.0003461205,0.9903431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0560891,"threshold_uncertainty_score":0.08000427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184841371090043,"score_gpt":0.1667786005469522,"score_spread":0.1549301868360518,"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."}}