{"id":"W7116968473","doi":"10.1145/3663547.3786474","title":"10.1145/3663547.3786474","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); Session key; Experiential learning; Component (thermodynamics)","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":[0.0008517496,0.00006531876,0.00007886709,0.00008853526,0.0003631417,0.00005153764,0.0002712555,0.00005890403,0.9951754],"category_scores_gemma":[0.0004441595,0.00007211765,0.0000273613,0.0007891931,0.000102162,0.0001229242,0.00001519257,0.00007388066,0.9621962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099392,"about_ca_system_score_gemma":0.0002015321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001764286,"about_ca_topic_score_gemma":0.000001578204,"domain_scores_codex":[0.9990392,0.0001568888,0.00014236,0.0001514998,0.0002785253,0.0002315286],"domain_scores_gemma":[0.9993926,0.0001629292,0.00002455332,0.0001852776,0.0001489814,0.00008567772],"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":[0.00000720544,0.00004210614,0.000001009902,8.193825e-7,0.000004671599,3.153934e-7,0.0004998302,0.00001786758,0.00001405493,0.00135283,0.2387578,0.7593014],"study_design_scores_gemma":[0.00003800133,0.00001785798,0.0001471191,0.000004965923,0.000003797538,5.080005e-7,0.00003145516,0.000007653136,0.0000201186,0.0005059328,0.9991257,0.00009689691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001329016,0.00001293305,0.00000556801,0.004116455,0.00002466276,0.0001589149,0.000004594689,0.00009957778,0.9942483],"genre_scores_gemma":[0.0002648689,2.69892e-7,0.009314804,0.0002608836,0.0007207844,0.00003123196,0.000006208183,0.00001045061,0.9893905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7603679,"threshold_uncertainty_score":0.2940873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116999196164946,"score_gpt":0.3305957437749973,"score_spread":0.3094257518133478,"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."}}