{"id":"W7118640511","doi":"10.1145/3725843.3786399","title":"10.1145/3725843.3786399","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Component (thermodynamics); Key (lock)","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":[0.0008591947,0.00006526931,0.00007897111,0.00008941859,0.0003694253,0.00005165693,0.0002721961,0.00005892152,0.9951696],"category_scores_gemma":[0.0004645647,0.00007222997,0.00002747674,0.0007812028,0.0001023989,0.0001233548,0.00001524186,0.00007386816,0.9635401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110384,"about_ca_system_score_gemma":0.0002021256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001891024,"about_ca_topic_score_gemma":0.000001586132,"domain_scores_codex":[0.9990358,0.0001581469,0.0001426238,0.0001517408,0.0002794715,0.00023227],"domain_scores_gemma":[0.9993861,0.0001681607,0.00002460791,0.0001856348,0.0001495083,0.00008595881],"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":[0.000007205771,0.00004096171,9.189175e-7,7.826267e-7,0.000004759527,3.180041e-7,0.0005005759,0.00001930561,0.00001373698,0.001490448,0.2418904,0.7560306],"study_design_scores_gemma":[0.00003826263,0.00001784229,0.0001355344,0.000004597578,0.000003752599,5.053253e-7,0.00003239395,0.000008059934,0.00001875312,0.0005606431,0.9990826,0.00009702057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001178209,0.00001340431,0.00000589924,0.004213932,0.00002508544,0.0001557717,0.000004745546,0.00009962187,0.9943033],"genre_scores_gemma":[0.0002337512,2.730116e-7,0.01045461,0.0002611814,0.0007228599,0.00003131118,0.000006350546,0.00001044109,0.9882792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7571923,"threshold_uncertainty_score":0.2945452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100036879653996,"score_gpt":0.3297301603392084,"score_spread":0.3087297915426684,"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."}}