{"id":"W7154074616","doi":"10.1145/3772318.3809114","title":"10.1145/3772318.3809114","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); Key (lock); Component (thermodynamics); Video recording; Mobile device","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":[0.0008817722,0.00006624983,0.00008016518,0.00009068653,0.0003686924,0.00005270769,0.0002742891,0.00005903743,0.995062],"category_scores_gemma":[0.0004699611,0.00007315579,0.00002789028,0.0007897251,0.000102897,0.0001233994,0.00001533044,0.00007439391,0.9642367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010896,"about_ca_system_score_gemma":0.0002036058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178232,"about_ca_topic_score_gemma":0.000001499959,"domain_scores_codex":[0.9990205,0.00016523,0.000144169,0.0001546233,0.0002809241,0.0002346114],"domain_scores_gemma":[0.9993825,0.0001699559,0.00002515714,0.0001871557,0.0001481918,0.00008703281],"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":[0.000007386088,0.00003856824,9.12646e-7,7.890271e-7,0.000004789706,3.231191e-7,0.0004795582,0.00002198751,0.00001339581,0.001458549,0.2373017,0.760672],"study_design_scores_gemma":[0.00003919135,0.00001771898,0.000138756,0.0000047546,0.00000391116,5.187229e-7,0.0000292697,0.000009576698,0.00001849959,0.0005559814,0.9990836,0.00009820424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001117332,0.00001304714,0.000006532823,0.004184305,0.00002580721,0.0001558626,0.000004510697,0.00009965061,0.9943929],"genre_scores_gemma":[0.0002531687,2.812764e-7,0.01013442,0.0002689543,0.0007480372,0.00003114265,0.000006325294,0.00001059282,0.9885471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7617819,"threshold_uncertainty_score":0.2983207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056878002603351,"score_gpt":0.3273725726776033,"score_spread":0.3068037926515698,"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."}}