{"id":"W4411618088","doi":"10.51847/hjmeha1xbv","title":"10.51847/HjMeHA1XBv","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Physical space; Architectural engineering; Computer science; Human–computer interaction; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001612059,0.00004963616,0.00006307714,0.0000203226,0.0002252567,0.0000376173,0.0001696534,0.00002637747,0.9972395],"category_scores_gemma":[0.00002596047,0.00004719771,0.00003100139,0.00008941907,0.00005055054,0.00006587242,0.00001395257,0.00003061502,0.9746369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004943001,"about_ca_system_score_gemma":0.00003181989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766355,"about_ca_topic_score_gemma":0.000001559047,"domain_scores_codex":[0.9993483,0.00003612994,0.0000750266,0.0001090413,0.0002661898,0.0001652489],"domain_scores_gemma":[0.9997352,0.00004207763,0.00001094308,0.00009382304,0.000008504702,0.0001094603],"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":[0.000007348776,0.00008657681,0.00005725648,6.074317e-7,0.00001071027,7.738884e-7,0.000814478,0.00002375257,0.000003031249,0.0001487476,0.05062248,0.9482242],"study_design_scores_gemma":[0.00004587632,0.0000145788,0.005518244,0.00000176316,0.000004399678,1.115233e-7,0.00003193357,0.000001022912,3.871831e-7,0.00000911301,0.9943056,0.00006701267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0075409,0.00002067013,9.024398e-8,0.003694579,0.000005185523,0.0000988048,0.000002809852,0.00003494446,0.988602],"genre_scores_gemma":[0.002288447,0.000001682473,0.00006000093,0.0002318345,0.000167441,0.00001066895,0.000002603809,0.000005421209,0.9972319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9481572,"threshold_uncertainty_score":0.1924667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101433367830073,"score_gpt":0.257261612956346,"score_spread":0.2462472792780452,"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."}}