{"id":"W4411656657","doi":"10.51847/qfim4xjapy","title":"10.51847/QFIM4xjAPy","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Video Surveillance and Tracking Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pooling; Identification (biology); Artificial intelligence; Computer science; Architecture; Deep learning; Machine learning; Geography; Archaeology; Biology","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":[0.0007169938,0.001663184,0.0007174128,0.002523807,0.001087478,0.002103836,0.001614618,0.003429723,0.9197681],"category_scores_gemma":[0.001062585,0.0005257479,0.0006756873,0.002691378,0.000656159,0.001702796,0.001854124,0.001245815,0.9121379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021843,"about_ca_system_score_gemma":0.0005775398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006215204,"about_ca_topic_score_gemma":0.003483712,"domain_scores_codex":[0.9996445,0.00003776158,0.0000247862,0.0001192467,0.0001097884,0.00006393978],"domain_scores_gemma":[0.9992988,0.0001536545,0.0000438968,0.0001860548,0.0002094185,0.0001081803],"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":[0.0002347201,0.0001780828,0.0008971795,0.0002805596,0.00002566569,0.000203638,0.00005837293,0.000999496,0.006731152,0.006373385,0.2079883,0.7760295],"study_design_scores_gemma":[0.00007683718,0.00007630033,0.00167388,0.0001566449,0.00002175802,0.000319047,0.00006138521,0.005331763,0.003364335,0.003125814,0.9857599,0.00003233111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004832321,0.001676693,0.03581819,0.001853913,0.001365501,0.0003711474,0.005918928,0.01338371,0.9347796],"genre_scores_gemma":[0.0116445,0.0005706372,0.01078076,0.0006048034,0.0002059498,0.0001339077,0.004892861,0.0009079078,0.9702587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0802319,"threshold_uncertainty_score":0.114441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184651196407045,"score_gpt":0.2257581423080924,"score_spread":0.2139116303440219,"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."}}