{"id":"W4406673711","doi":"10.1016/b978-0-08-048052-7.50010-8","title":"10.1016/b978-0-08-048052-7.50010-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tracking (education); Computer science; Computer vision; Artificial intelligence; Psychology","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":[0.001016185,0.001889729,0.001292676,0.001843813,0.001162891,0.005112434,0.002813782,0.003802301,0.9721443],"category_scores_gemma":[0.001743375,0.0007991798,0.0007830977,0.002135331,0.001098118,0.004745945,0.002647473,0.002060089,0.987845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009667004,"about_ca_system_score_gemma":0.0007658624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353303,"about_ca_topic_score_gemma":0.002447739,"domain_scores_codex":[0.9994802,0.00003278811,0.00003073793,0.0001664413,0.0002023197,0.00008756565],"domain_scores_gemma":[0.998105,0.000608524,0.0001268597,0.000305108,0.0004247333,0.0004297289],"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":[0.0001245071,0.00008622908,0.000326408,0.0003761435,0.00001851254,0.0001011448,0.00006704374,0.0003733912,0.003033208,0.007385221,0.3478602,0.6402481],"study_design_scores_gemma":[0.00001387432,0.00003792877,0.0003582357,0.0001850437,0.000007549972,0.0001711007,0.00005619169,0.0001758983,0.0005013928,0.001316649,0.9971636,0.00001244915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002072325,0.0005156215,0.002099875,0.0003346081,0.0002114931,0.00004566429,0.0008142559,0.001500676,0.9942707],"genre_scores_gemma":[0.0006178076,0.0002885559,0.0006012255,0.0001094566,0.00004261358,0.00003133364,0.0004840636,0.0003434329,0.9974815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02785569,"threshold_uncertainty_score":0.03973275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574523283435915,"score_gpt":0.1960167203871472,"score_spread":0.1802714875527881,"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."}}